preprocess_corpus/generate-MSVD-corpus.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate corpus and gruond-truth references of released videos\n",
    "\n",
    "### Corpus file contents\n",
    "0. train_data: captions and idxs of training videos in format [corpus_widxs, vidxs, corpus_pidxs], where:\n",
    "    - corpus_widxs is a list of lists with the index of words in the vocabulary\n",
    "    - vidxs is a list of indexes of video features in the features file\n",
    "    - corpus_pidxs is a list of lists with the index of POS tags in the POS tagging vocabulary\n",
    "1. val_data: same format of train_data.\n",
    "2. test_data: same format of train_data.\n",
    "3. vocabulary: in format {'word': count}.\n",
    "4. idx2word: is the vocabulary in format {idx: 'word'}.\n",
    "5. word_embeddings: are the vectors of each word. The i-th row is the word vector of the i-th word in the vocabulary.\n",
    "6. idx2pos: is the vocabulary of POS tagging in format {idx: 'POSTAG'}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate split for training and validation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "count of training pairs:  48779\n",
      "count of validation pairs:  4291\n",
      "count of testing pairs:  27768\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "with open('../../../data/MSVD/allvideodatainfo.json') as f:\n",
    "    vidxs, corpus = zip(*[(s['video_id'], s['caption']) for s in json.load(f)['sentences']]) \n",
    "    vidxs = [int(s[5:]) for s in vidxs]\n",
    "    \n",
    "train_vidxs, train_corpus = zip(*[(int(vidx), corpus[i]) for (i, vidx) in enumerate(vidxs) if vidx <= 1199])\n",
    "valid_vidxs, valid_corpus = zip(*[(int(vidx), corpus[i]) for (i, vidx) in enumerate(vidxs) if vidx >= 1200 and vidx <= 1299])\n",
    "test_vidxs, test_corpus = zip(*[(int(vidx), corpus[i]) for (i, vidx) in enumerate(vidxs) if vidx >= 1300])\n",
    "\n",
    "print('count of training pairs: ', len(train_vidxs))\n",
    "print('count of validation pairs: ', len(valid_vidxs))\n",
    "print('count of testing pairs: ', len(test_vidxs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Seach videos with specific captions (for paper examples only)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1564\n",
      "1564\n",
      "1742\n",
      "1742\n"
     ]
    }
   ],
   "source": [
    "print(test_vidxs[test_corpus.index('A little girl is pushing a stroller through a grocery store')])\n",
    "print(test_vidxs[test_corpus.index('A kid pushes a stroller')])\n",
    "print(test_vidxs[test_corpus.index('A man is seasoning some bacon')])\n",
    "print(test_vidxs[test_corpus.index('A person seasons some meat')])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1362, 'a man is holding a pet animal')]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "patterns_to_search = [\"holding a pet animal\"]\n",
    "\n",
    "# matchs = [(train_vidxs[i], s) for (i, s) in enumerate(train_corpus) if all([(p in s) for p in patterns_to_search])]\n",
    "matchs = [(test_vidxs[i], s) for (i, s) in enumerate(test_corpus) if all([(p in s) for p in patterns_to_search])]\n",
    "matchs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "YouTubeClips/gp8XjWSoP2k_0_10.avi\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<video src=\"../../../data/MSVD/YouTubeClips/gp8XjWSoP2k_0_10.avi\" controls  >\n",
       "      Your browser does not support the <code>video</code> element.\n",
       "    </video>"
      ],
      "text/plain": [
       "<IPython.core.display.Video object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from IPython.display import display, HTML\n",
    "\n",
    "vidx = 1362\n",
    "with open('../../../data/MSVD/list.txt') as f:\n",
    "    mapping = f.read().splitlines() \n",
    "\n",
    "print(mapping[vidx])\n",
    "display(Video(os.path.join('../../../data/MSVD', mapping[vidx])))\n",
    "print('\\n'.join([train_corpus[i] for i, idx in enumerate(train_vidxs) if idx == vidx]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'../../../data/MSVD/YouTubeClips/gp8XjWSoP2k_0_10.avi'"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "os.path.join('../../../data/MSVD', mapping[vidx])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1970 clips from 1464 distinct videos\n"
     ]
    }
   ],
   "source": [
    "ids, s, e = zip(*[x.split('_', -2) for x in mapping])\n",
    "[x.rsplit('_', 2) for x in mapping]\n",
    "print(f\"{len(ids)} clips from {len(set(ids))} distinct videos\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get pretrained embeddings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "400000\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "\n",
    "wordvectors = {}\n",
    "# with open('./glove.42B.300d.txt') as f:\n",
    "with open('./glove.6B.300d.txt') as f:\n",
    "    for line in f:\n",
    "        s = line.strip().split(' ')\n",
    "        if len(s) == 301:\n",
    "            wordvectors[s[0]] = np.array(s[1:], dtype=float)\n",
    "    print(len(wordvectors))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Determine the vocabulary from train split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package punkt to /home/jeperez/nltk_data...\n",
      "[nltk_data]   Package punkt is already up-to-date!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Avg. count of words per caption: 7.141946329363045\n",
      "Count of unique words:  9629\n",
      "missing word: squirrel=l\n",
      "missing word: ardilla\n",
      "missing word: coreana\n",
      "missing word: carboard\n",
      "missing word: botal\n",
      "missing word: platic\n",
      "missing word: pionting\n",
      "missing word: swoard\n",
      "missing word: ocra\n",
      "missing word: ladiesfinger\n",
      "missing word: kichen\n",
      "missing word: key-board\n",
      "missing word: nusic\n",
      "missing word: piyano\n",
      "missing word: stroubery\n",
      "missing word: strobery\n",
      "missing word: strawberrys\n",
      "missing word: pre-washed\n",
      "missing word: ahild\n",
      "missing word: bassket\n",
      "missing word: dibbling\n",
      "missing word: swiming\n",
      "missing word: perlove\n",
      "missing word: fluit\n",
      "missing word: excersizing\n",
      "missing word: shoting\n",
      "missing word: hitted\n",
      "missing word: ingrediants\n",
      "missing word: banto\n",
      "missing word: vegtable\n",
      "missing word: english/seedless\n",
      "missing word: preperation\n",
      "missing word: vedgetables\n",
      "missing word: raciepe\n",
      "missing word: japanes\n",
      "missing word: foode\n",
      "missing word: leady\n",
      "missing word: griddle-like\n",
      "missing word: personis\n",
      "missing word: wiyh\n",
      "missing word: omlette\n",
      "missing word: racipe\n",
      "missing word: vcvof\n",
      "missing word: bioling\n",
      "missing word: awire\n",
      "missing word: somch\n",
      "missing word: octopus-shaped\n",
      "missing word: ledy\n",
      "missing word: cuting\n",
      "missing word: aboout\n",
      "missing word: cutted\n",
      "missing word: carets\n",
      "missing word: japaneese\n",
      "missing word: craying\n",
      "missing word: pste\n",
      "missing word: chinesses\n",
      "missing word: stiring\n",
      "missing word: ussain\n",
      "missing word: thise\n",
      "missing word: trainto\n",
      "missing word: beautifull\n",
      "missing word: laeves\n",
      "missing word: water-pot\n",
      "missing word: watercan\n",
      "missing word: cube-size\n",
      "missing word: jeyam\n",
      "missing word: singigng\n",
      "missing word: japaneses\n",
      "missing word: rihno\n",
      "missing word: dragonica\n",
      "missing word: bi-cycle\n",
      "missing word: bycle\n",
      "missing word: layd\n",
      "missing word: yakibuta\n",
      "missing word: eagg\n",
      "missing word: reparing\n",
      "missing word: soft-boiled\n",
      "missing word: choped\n",
      "missing word: yakibut\n",
      "missing word: someon\n",
      "missing word: epreparing\n",
      "missing word: japane\n",
      "missing word: vegitable\n",
      "missing word: japaneis\n",
      "missing word: yakibutta\n",
      "missing word: noodels\n",
      "missing word: sitring\n",
      "missing word: balles\n",
      "missing word: dumbassssss\n",
      "missing word: bravia-balls\n",
      "missing word: oion\n",
      "missing word: jalepeno\n",
      "missing word: ppeper\n",
      "missing word: chille\n",
      "missing word: capsicm\n",
      "missing word: caw-carts\n",
      "missing word: bullock-carts\n",
      "missing word: anniyan\n",
      "missing word: makeing\n",
      "missing word: sald\n",
      "missing word: pototo\n",
      "missing word: prepar\n",
      "missing word: inorder\n",
      "missing word: slicimg\n",
      "missing word: potatto\n",
      "missing word: potate\n",
      "missing word: prepair\n",
      "missing word: somebodi\n",
      "missing word: summerkitchen\n",
      "missing word: hand-feeding\n",
      "missing word: brown-and-white\n",
      "missing word: sarching\n",
      "missing word: chillie\n",
      "missing word: greenchillies\n",
      "missing word: trics\n",
      "missing word: interlinks\n",
      "missing word: blowig\n",
      "missing word: bubles\n",
      "missing word: pedling\n",
      "missing word: recumbant\n",
      "missing word: record-2008\n",
      "missing word: firehat\n",
      "missing word: scating\n",
      "missing word: water-skies\n",
      "missing word: scence\n",
      "missing word: wached\n",
      "missing word: scatched\n",
      "missing word: earseable\n",
      "missing word: airoplane\n",
      "missing word: mini-airplane\n",
      "missing word: piolot\n",
      "missing word: 2-\n",
      "missing word: vagetarian\n",
      "missing word: vegetaion\n",
      "missing word: recipee\n",
      "missing word: 2-bean\n",
      "missing word: vegetaian\n",
      "missing word: seasing\n",
      "missing word: vegatarian\n",
      "missing word: sauted\n",
      "missing word: tomatoe\n",
      "missing word: preaparing\n",
      "missing word: vebeterian\n",
      "missing word: gravey\n",
      "missing word: somoene\n",
      "missing word: spicy2-\n",
      "missing word: cheff\n",
      "missing word: temaki\n",
      "missing word: amlate\n",
      "missing word: someoen\n",
      "missing word: omlet\n",
      "missing word: deveining\n",
      "missing word: throughing\n",
      "missing word: subway-esque\n",
      "missing word: qith\n",
      "missing word: recpie\n",
      "missing word: shimp\n",
      "missing word: boiing\n",
      "missing word: de-shelled\n",
      "missing word: choping\n",
      "missing word: japanees\n",
      "missing word: knief\n",
      "missing word: vedio\n",
      "missing word: scalaf\n",
      "missing word: butterfly-cuts\n",
      "missing word: japenees\n",
      "missing word: somehting\n",
      "missing word: wok-like\n",
      "missing word: somoenei\n",
      "missing word: explaning\n",
      "missing word: palying\n",
      "missing word: entertaininig\n",
      "missing word: teeths\n",
      "missing word: watermilon\n",
      "missing word: gorup\n",
      "missing word: temporarly\n",
      "missing word: penquin\n",
      "missing word: clown-like\n",
      "missing word: styiling\n",
      "missing word: jocker\n",
      "missing word: someyhing\n",
      "missing word: smmall\n",
      "missing word: missile-like\n",
      "missing word: burnng\n",
      "missing word: roket\n",
      "missing word: miccile\n",
      "missing word: drunkan\n",
      "missing word: unseccessful\n",
      "missing word: receipy\n",
      "missing word: aplying\n",
      "missing word: chaped\n",
      "missing word: ebread\n",
      "missing word: taste-testing\n",
      "missing word: dribled\n",
      "missing word: yhe\n",
      "missing word: popt\n",
      "missing word: anotehr\n",
      "missing word: napoloen\n",
      "missing word: prepairing\n",
      "missing word: perparing\n",
      "missing word: potatoo\n",
      "missing word: mo-pad\n",
      "missing word: scoooter\n",
      "missing word: mini-bike\n",
      "missing word: babyis\n",
      "missing word: somthing\n",
      "missing word: strawed\n",
      "missing word: soccar\n",
      "missing word: foodball\n",
      "missing word: walikng\n",
      "missing word: girafee\n",
      "missing word: hores\n",
      "missing word: enjoyin\n",
      "missing word: pewrson\n",
      "missing word: shallo\n",
      "missing word: perforning\n",
      "missing word: sisser\n",
      "missing word: vutting\n",
      "missing word: gingher\n",
      "missing word: amzing\n",
      "missing word: diffrent\n",
      "missing word: somekind\n",
      "missing word: rhrough\n",
      "missing word: vidio\n",
      "missing word: runinng\n",
      "missing word: shaycarl\n",
      "missing word: kangaro\n",
      "missing word: gangaroo\n",
      "missing word: insprired\n",
      "missing word: boomiga\n",
      "missing word: hand-feeds\n",
      "missing word: sourving\n",
      "missing word: fedding\n",
      "missing word: boomika\n",
      "missing word: kicke\n",
      "missing word: poomiga\n",
      "missing word: traning\n",
      "missing word: 'traveling\n",
      "missing word: strugling\n",
      "missing word: sledghammer\n",
      "missing word: sludgehammer\n",
      "missing word: chin-ups\n",
      "missing word: muscule\n",
      "missing word: saldier\n",
      "missing word: atacking\n",
      "missing word: waterpool\n",
      "missing word: pther\n",
      "missing word: fastly\n",
      "missing word: rollerskated\n",
      "missing word: gitar\n",
      "missing word: quitar\n",
      "missing word: guiter\n",
      "missing word: gittar\n",
      "missing word: plaing\n",
      "missing word: tomoatoes\n",
      "missing word: hoers\n",
      "missing word: issitting\n",
      "missing word: gold-\n",
      "missing word: tramplines\n",
      "missing word: summersaults\n",
      "missing word: tranpoline\n",
      "missing word: trampolin\n",
      "missing word: takeing\n",
      "missing word: persong\n",
      "missing word: rough-housing\n",
      "missing word: perosn\n",
      "missing word: nife\n",
      "missing word: cuttingcutting\n",
      "missing word: cutomer\n",
      "missing word: shoping\n",
      "missing word: pukau\n",
      "missing word: teethes\n",
      "missing word: pacifer\n",
      "missing word: runnig\n",
      "missing word: excersice\n",
      "missing word: msall\n",
      "missing word: upsatair\n",
      "missing word: futuris\n",
      "missing word: alergy\n",
      "missing word: turles\n",
      "missing word: tartaugas\n",
      "missing word: someone'hand\n",
      "missing word: liris\n",
      "missing word: shuce\n",
      "missing word: sliping\n",
      "missing word: actres\n",
      "missing word: aathadi\n",
      "missing word: ammadi\n",
      "missing word: southindian\n",
      "missing word: sofaset\n",
      "missing word: sleeoing\n",
      "missing word: shofa\n",
      "missing word: shotgun1\n",
      "missing word: corridoor\n",
      "missing word: machiene\n",
      "missing word: pyppy\n",
      "missing word: peelingan\n",
      "missing word: cuple\n",
      "missing word: mumtaj\n",
      "missing word: apavan\n",
      "missing word: agun\n",
      "missing word: lotioned\n",
      "missing word: illayarajas\n",
      "missing word: tghe\n",
      "missing word: guitor\n",
      "missing word: rading\n",
      "missing word: polithin\n",
      "missing word: polythin\n",
      "missing word: hollowen\n",
      "missing word: multi-serve\n",
      "missing word: fridze\n",
      "missing word: cirgeate\n",
      "missing word: movinng\n",
      "missing word: squirrrel\n",
      "missing word: squirre\n",
      "missing word: squerel\n",
      "missing word: drunked\n",
      "missing word: squirel\n",
      "missing word: pupy\n",
      "missing word: para-sailing\n",
      "missing word: yatching\n",
      "missing word: manuvering\n",
      "missing word: yatch\n",
      "missing word: onreading\n",
      "missing word: laughting\n",
      "missing word: chrashes\n",
      "missing word: ponnumani\n",
      "missing word: sawndharya\n",
      "missing word: bath-tub\n",
      "missing word: abath\n",
      "missing word: vbaby\n",
      "missing word: horse-rider\n",
      "missing word: dolphine\n",
      "missing word: dinosares\n",
      "missing word: dolpin\n",
      "missing word: herselt\n",
      "missing word: elepent\n",
      "missing word: elephent\n",
      "missing word: danceing\n",
      "missing word: huku\n",
      "missing word: imatating\n",
      "missing word: recipie\n",
      "missing word: chocalate\n",
      "missing word: kangroo\n",
      "missing word: kangaroom\n",
      "missing word: eatinmg\n",
      "missing word: kanagaroo\n",
      "missing word: kagaroo\n",
      "missing word: seane\n",
      "missing word: 'kids\n",
      "missing word: happilly\n",
      "missing word: kiten\n",
      "missing word: gazebo-like\n",
      "missing word: rosapoo\n",
      "missing word: marrige\n",
      "missing word: arusuvai\n",
      "missing word: arangam\n",
      "missing word: 'arusuvai\n",
      "missing word: leaveswith\n",
      "missing word: aeroplain\n",
      "missing word: liekd\n",
      "missing word: jump-roping\n",
      "missing word: gusenburg\n",
      "missing word: ill-hearted\n",
      "missing word: abulance\n",
      "missing word: denjers\n",
      "missing word: desinig\n",
      "missing word: haires\n",
      "missing word: seting\n",
      "missing word: ponitel\n",
      "missing word: make_up\n",
      "missing word: trining\n",
      "missing word: cick\n",
      "missing word: boarderline\n",
      "missing word: walking-way\n",
      "missing word: back-flip\n",
      "missing word: jumpn\n",
      "missing word: piono\n",
      "missing word: fluet\n",
      "missing word: woma\n",
      "missing word: flut\n",
      "missing word: mealody\n",
      "missing word: gayytips\n",
      "missing word: planchar\n",
      "missing word: arrenge\n",
      "missing word: straigtening\n",
      "missing word: 'say\n",
      "missing word: helecafter\n",
      "missing word: helecopter\n",
      "missing word: shopping-desk\n",
      "missing word: stairing\n",
      "missing word: 'the\n",
      "missing word: excersise\n",
      "missing word: railway-track\n",
      "missing word: crys\n",
      "missing word: prabudeva\n",
      "missing word: merupukalalu\n",
      "missing word: dasncing\n",
      "missing word: tamel\n",
      "missing word: strowberry\n",
      "missing word: dacing\n",
      "missing word: prabhudeva\n",
      "missing word: fighiting\n",
      "missing word: unision\n",
      "missing word: pices\n",
      "missing word: automatice\n",
      "missing word: continuosly\n",
      "missing word: ar15\n",
      "missing word: dirtbike\n",
      "missing word: intop\n",
      "missing word: accsident\n",
      "missing word: getdown\n",
      "missing word: byke\n",
      "missing word: writting\n",
      "missing word: manican\n",
      "missing word: kickboxes\n",
      "missing word: guoitatr\n",
      "missing word: shreded\n",
      "missing word: kichan\n",
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      "missing word: loriss\n",
      "missing word: figthing\n",
      "missing word: cratty\n",
      "missing word: kumpu\n",
      "missing word: meterials\n",
      "missing word: kitechen\n",
      "missing word: lebra\n",
      "missing word: snaches\n",
      "missing word: ingredents\n",
      "missing word: idlii\n",
      "missing word: pesquet\n",
      "missing word: pappaya\n",
      "missing word: makup\n",
      "missing word: recip\n",
      "missing word: mosture\n",
      "missing word: squezzed\n",
      "missing word: katlet\n",
      "missing word: corn-on-the-cob\n",
      "missing word: onroad\n",
      "missing word: conentric\n",
      "missing word: curlycue\n",
      "missing word: someont\n",
      "missing word: baby-grand\n",
      "missing word: meat-cutter\n",
      "missing word: cuttung\n",
      "missing word: farrets\n",
      "missing word: mangoos\n",
      "missing word: dieing\n",
      "missing word: strip-slicer\n",
      "missing word: oven-fried\n",
      "missing word: ovenion\n",
      "missing word: vegitabls\n",
      "missing word: kiwi-fruit\n",
      "missing word: gorlilla\n",
      "missing word: gorrilla\n",
      "missing word: cadbur\n",
      "missing word: taring\n",
      "missing word: compitation\n",
      "missing word: anti-freeze\n",
      "missing word: nailes\n",
      "missing word: throuing\n",
      "missing word: piano/keyboard\n",
      "missing word: peyano\n",
      "missing word: tokoyaki\n",
      "missing word: takyoki\n",
      "missing word: tacoyaki\n",
      "missing word: lgo\n",
      "missing word: avacado\n",
      "missing word: atumn\n",
      "missing word: shrimmp\n",
      "missing word: panc\n",
      "missing word: masalo\n",
      "missing word: panima\n",
      "missing word: halave\n",
      "missing word: yamaimo\n",
      "missing word: scaped\n",
      "missing word: assarted\n",
      "missing word: peices\n",
      "missing word: leattuce\n",
      "missing word: wow~\n",
      "missing word: too~\n",
      "missing word: thin~\n",
      "missing word: cupt\n",
      "missing word: japanies\n",
      "missing word: actroress\n",
      "missing word: shireya\n",
      "missing word: mazhai\n",
      "missing word: actess\n",
      "missing word: harses\n",
      "missing word: slam-dunking\n",
      "missing word: pratics\n",
      "missing word: blanced\n",
      "missing word: cobboge\n",
      "missing word: prepering\n",
      "missing word: dartwood\n",
      "missing word: sinster\n",
      "missing word: some-one\n",
      "missing word: alady\n",
      "missing word: raugh\n",
      "missing word: bubblle\n",
      "missing word: tweezed\n",
      "missing word: aranging\n",
      "missing word: eyebrown\n",
      "missing word: heyebrow\n",
      "missing word: gallary\n",
      "missing word: eggrolls\n",
      "missing word: egroll\n",
      "missing word: eggrools\n",
      "missing word: egg-rolls\n",
      "missing word: staning\n",
      "missing word: circket\n",
      "missing word: pupplies\n",
      "missing word: wrastle\n",
      "missing word: weether\n",
      "missing word: heaavy\n",
      "missing word: speach\n",
      "missing word: lecturn\n",
      "missing word: oyakodon\n",
      "missing word: flute-like\n",
      "missing word: dush\n",
      "missing word: reciepe\n",
      "missing word: water-tub\n",
      "missing word: ldy\n",
      "missing word: cloaths\n",
      "missing word: wahing\n",
      "missing word: piolet\n",
      "missing word: jetplane\n",
      "missing word: airjet\n",
      "missing word: poilet\n",
      "missing word: yames\n",
      "missing word: insturment\n",
      "missing word: legby\n",
      "missing word: stroberry\n",
      "missing word: chicke\n",
      "missing word: recepie\n",
      "missing word: nacked\n",
      "missing word: swimm\n",
      "missing word: cancy\n",
      "missing word: chocklate\n",
      "missing word: choclate\n",
      "missing word: trolly\n",
      "missing word: lap-top\n",
      "missing word: cutes\n",
      "missing word: buchering\n",
      "missing word: souding\n",
      "missing word: fingerpainting\n",
      "missing word: ruunning\n",
      "missing word: througth\n",
      "missing word: rided\n",
      "missing word: salmankhan\n",
      "missing word: bloon\n",
      "missing word: forteen\n",
      "missing word: mahtch\n",
      "missing word: reffrie\n",
      "missing word: barding\n",
      "missing word: snipper\n",
      "missing word: bombardings\n",
      "missing word: prassanna\n",
      "missing word: actoress\n",
      "missing word: vigallin\n",
      "missing word: heroing\n",
      "missing word: vizhgalin\n",
      "missing word: aruginil\n",
      "missing word: motorbyke\n",
      "missing word: scences\n",
      "missing word: musian\n",
      "missing word: playist\n",
      "missing word: towar\n",
      "missing word: cucho\n",
      "missing word: roobaroo\n",
      "missing word: kitar\n",
      "missing word: garbs\n",
      "missing word: ishwarya\n",
      "missing word: turle\n",
      "missing word: persin\n",
      "missing word: tryint\n",
      "missing word: traing\n",
      "missing word: ralilway\n",
      "missing word: raning\n",
      "missing word: deases\n",
      "missing word: poova\n",
      "missing word: sance\n",
      "missing word: poovae\n",
      "missing word: liquidized\n",
      "missing word: perpares\n",
      "missing word: fire-fox\n",
      "missing word: sviping\n",
      "missing word: silf\n",
      "missing word: vegatables\n",
      "missing word: garlics\n",
      "missing word: shooped\n",
      "missing word: mealcing\n",
      "missing word: restorant\n",
      "missing word: wayter\n",
      "missing word: lollypop\n",
      "missing word: lolipop\n",
      "missing word: eatig\n",
      "missing word: choclatae\n",
      "missing word: arond\n",
      "missing word: speacilly\n",
      "missing word: womming\n",
      "missing word: vaccuming\n",
      "missing word: cyclinderical\n",
      "missing word: forepaw\n",
      "missing word: puupy\n",
      "missing word: frount\n",
      "missing word: weight-lifter\n",
      "missing word: execercise\n",
      "missing word: body-builder\n",
      "missing word: execise\n",
      "missing word: moisturizes\n",
      "missing word: dreassing\n",
      "missing word: japani\n",
      "missing word: skatboarded\n",
      "missing word: slipers\n",
      "missing word: 60fps\n",
      "missing word: cleaninmg\n",
      "missing word: watchint\n",
      "missing word: sea1\n",
      "missing word: cheetha\n",
      "missing word: chaseing\n",
      "missing word: half_way\n",
      "missing word: chage\n",
      "missing word: intsruments\n",
      "missing word: prairie-like\n",
      "missing word: omeket\n",
      "missing word: glassof\n",
      "missing word: punding\n",
      "missing word: roce\n",
      "missing word: cooki8ng\n",
      "missing word: pourin\n",
      "missing word: cumcuber\n",
      "missing word: womanis\n",
      "missing word: sprinking\n",
      "missing word: hiyajiru\n",
      "missing word: cuttng\n",
      "missing word: myona\n",
      "missing word: potatato\n",
      "missing word: bite-size\n",
      "missing word: tri-cycle\n",
      "missing word: cirlces\n",
      "missing word: cycaling\n",
      "missing word: paion\n",
      "missing word: clasisical\n",
      "missing word: girla\n",
      "missing word: plalying\n",
      "missing word: jump-falling\n",
      "missing word: accedent\n",
      "missing word: step-ups\n",
      "missing word: exsize\n",
      "missing word: rooom\n",
      "missing word: aerobiscs\n",
      "missing word: gusthy\n",
      "missing word: sumo-wrestling\n",
      "missing word: maalai\n",
      "missing word: gajini\n",
      "missing word: trunpet\n",
      "missing word: periot\n",
      "missing word: quicklz\n",
      "missing word: porrit\n",
      "missing word: pairot\n",
      "missing word: ledder\n",
      "missing word: soccor\n",
      "missing word: fearturing\n",
      "missing word: performibg\n",
      "missing word: animatin\n",
      "missing word: potates\n",
      "missing word: kneife\n",
      "missing word: defination\n",
      "missing word: slicis\n",
      "missing word: awoman\n",
      "missing word: kife\n",
      "missing word: techniqe\n",
      "missing word: weaping\n",
      "missing word: web-camera\n",
      "missing word: loines\n",
      "missing word: rapter\n",
      "missing word: palne\n",
      "missing word: flieing\n",
      "missing word: drugfree\n",
      "missing word: perfroming\n",
      "missing word: mussels-floyd\n",
      "missing word: motor-biker\n",
      "missing word: axidented\n",
      "missing word: chockie\n",
      "missing word: receipie\n",
      "missing word: chilie\n",
      "missing word: barcecue\n",
      "missing word: balasubramanyam\n",
      "missing word: musican\n",
      "missing word: ilayanila\n",
      "missing word: gopy\n",
      "missing word: foured\n",
      "missing word: pissa\n",
      "missing word: elephante\n",
      "missing word: workarea\n",
      "missing word: elephantis\n",
      "missing word: adrian-haircut\n",
      "missing word: beautiness\n",
      "missing word: desing\n",
      "missing word: hair-dressing\n",
      "missing word: tamato\n",
      "missing word: tommoto\n",
      "missing word: longways\n",
      "missing word: store-wrapped\n",
      "missing word: openin\n",
      "missing word: amlet\n",
      "missing word: diliceous\n",
      "missing word: omurice\n",
      "missing word: beated\n",
      "missing word: fying\n",
      "missing word: vegetabels\n",
      "missing word: stew-sized\n",
      "missing word: easiast\n",
      "missing word: amurice\n",
      "missing word: cuttinga\n",
      "missing word: slioces\n",
      "missing word: scrammbling\n",
      "missing word: chinees\n",
      "missing word: mashrum\n",
      "missing word: warrped\n",
      "missing word: boulon\n",
      "missing word: buillon\n",
      "missing word: green-piece\n",
      "missing word: egges\n",
      "missing word: tomatos\n",
      "missing word: tamto\n",
      "missing word: ridint\n",
      "missing word: springen\n",
      "missing word: grount\n",
      "missing word: dobermin\n",
      "missing word: aguy\n",
      "missing word: fushing\n",
      "missing word: suckes\n",
      "missing word: mucisian\n",
      "missing word: somethuing\n",
      "missing word: straw/grass\n",
      "missing word: useing\n",
      "missing word: hand-sliced\n",
      "missing word: electonic\n",
      "missing word: dollor\n",
      "missing word: helicapter\n",
      "missing word: helichopter\n",
      "missing word: squirels\n",
      "missing word: raccon\n",
      "missing word: incividual\n",
      "missing word: merrior\n",
      "missing word: transperent\n",
      "missing word: rinding\n",
      "missing word: cirle\n",
      "missing word: bicyle\n",
      "missing word: therror\n",
      "missing word: oftiny\n",
      "missing word: horsse\n",
      "missing word: isceting\n",
      "missing word: sphaghetti\n",
      "missing word: spagetti\n",
      "missing word: nudles\n",
      "missing word: shuting\n",
      "missing word: explose\n",
      "missing word: bbaby\n",
      "missing word: rabit\n",
      "missing word: wideness\n",
      "missing word: omllette\n",
      "missing word: omellette\n",
      "missing word: omlett\n",
      "missing word: omlete\n",
      "missing word: girll\n",
      "missing word: labster\n",
      "missing word: lobstar\n",
      "missing word: gorela\n",
      "missing word: gorrlia\n",
      "missing word: ttwo\n",
      "missing word: rabby\n",
      "missing word: chappathee\n",
      "missing word: cuttiing\n",
      "missing word: peguins\n",
      "missing word: sandvich\n",
      "missing word: ctted\n",
      "missing word: flled\n",
      "missing word: peeling-off\n",
      "missing word: potato'skin\n",
      "missing word: absearve\n",
      "missing word: perpair\n",
      "missing word: tghting\n",
      "missing word: tighting\n",
      "missing word: slaming\n",
      "missing word: franticaly\n",
      "missing word: hastly\n",
      "missing word: approched\n",
      "missing word: nman\n",
      "missing word: lauguages\n",
      "missing word: leggeg\n",
      "missing word: enjying\n",
      "missing word: tamator\n",
      "missing word: motor-scooter\n",
      "missing word: rashing\n",
      "missing word: cyclerace\n",
      "missing word: asunny\n",
      "missing word: bicycles-danny\n",
      "missing word: staut\n",
      "missing word: clowds\n",
      "missing word: biycycles\n",
      "missing word: backroud\n",
      "missing word: drumer\n",
      "missing word: playyed\n",
      "missing word: peop\n",
      "missing word: dune-buggy\n",
      "missing word: climbimg\n",
      "missing word: all-terrain-vehicle\n",
      "missing word: montain\n",
      "missing word: umberalla\n",
      "missing word: diped\n",
      "missing word: umbella\n",
      "missing word: towars\n",
      "missing word: brance\n",
      "missing word: smalest\n",
      "missing word: it'seating\n",
      "missing word: lemure\n",
      "missing word: scharwtzanagger\n",
      "missing word: aroung\n",
      "missing word: aarnold\n",
      "missing word: commondo\n",
      "missing word: part4\n",
      "missing word: jalapeo\n",
      "missing word: jusee\n",
      "missing word: bannana\n",
      "missing word: refigerator\n",
      "missing word: workouting\n",
      "missing word: achive\n",
      "missing word: iron-railed\n",
      "missing word: bycycile\n",
      "missing word: individuls\n",
      "missing word: dog-sledding\n",
      "missing word: dogsleds\n",
      "missing word: sladge\n",
      "missing word: movong\n",
      "missing word: rhere\n",
      "missing word: up-stairs\n",
      "missing word: sissors\n",
      "missing word: pepars\n",
      "missing word: creps\n",
      "missing word: byclist\n",
      "missing word: accidant\n",
      "missing word: coliding\n",
      "missing word: kittan\n",
      "missing word: iniya\n",
      "missing word: manadhu\n",
      "missing word: buenoss\n",
      "missing word: inspiras\n",
      "missing word: jeniall\n",
      "missing word: nimono\n",
      "missing word: vegetable-looking\n",
      "missing word: seeweed\n",
      "missing word: prickel\n",
      "missing word: nimona\n",
      "missing word: biten\n",
      "missing word: toddlerdom\n",
      "missing word: chutti\n",
      "missing word: violine\n",
      "missing word: tmil\n",
      "missing word: looking-out\n",
      "missing word: drenking\n",
      "missing word: mmelted\n",
      "missing word: meliting\n",
      "missing word: rice-a-roni\n",
      "missing word: ric-a-roni\n",
      "missing word: ricearoni\n",
      "missing word: soutaying\n",
      "missing word: porks\n",
      "missing word: sombody\n",
      "missing word: nooking\n",
      "missing word: man'pork\n",
      "missing word: porkchops\n",
      "missing word: cokig\n",
      "missing word: peice\n",
      "missing word: 'go\n",
      "missing word: i9s\n",
      "missing word: solding\n",
      "missing word: listeing\n",
      "missing word: truckx\n",
      "missing word: bounceing\n",
      "missing word: fooot\n",
      "missing word: rbss\n",
      "missing word: besc\n",
      "missing word: azun\n",
      "missing word: papertowel\n",
      "missing word: egniting\n",
      "missing word: twinele\n",
      "missing word: clining\n",
      "missing word: squrrell\n",
      "missing word: chipmuck\n",
      "missing word: chickmunk\n",
      "missing word: cangro\n",
      "missing word: cangaro\n",
      "missing word: cangaroo\n",
      "missing word: anmials\n",
      "missing word: runningnwearing\n",
      "missing word: eatting\n",
      "missing word: chuha\n",
      "missing word: gisl\n",
      "missing word: stly\n",
      "missing word: arrenging\n",
      "missing word: liguid\n",
      "missing word: crazious\n",
      "missing word: goodhousekeeping\n",
      "missing word: somking\n",
      "missing word: romote\n",
      "missing word: simprop\n",
      "missing word: aeromodelling\n",
      "missing word: airoplain\n",
      "missing word: lanuches\n",
      "missing word: stiching\n",
      "missing word: arelots\n",
      "missing word: 2010_2nd\n",
      "missing word: difficult-to-identify\n",
      "missing word: liquede\n",
      "missing word: juess\n",
      "missing word: preparare\n",
      "missing word: sceting\n",
      "missing word: skatting\n",
      "missing word: flowerette\n",
      "missing word: anajli\n",
      "missing word: chimpnzee\n",
      "missing word: nimals\n",
      "missing word: immitate\n",
      "missing word: scrached\n",
      "missing word: lady'hand\n",
      "missing word: chimpange\n",
      "missing word: pullingdown\n",
      "missing word: hahahahhaahahahha\n",
      "missing word: 1:54-1:58\n",
      "missing word: animalas\n",
      "missing word: rifding\n",
      "missing word: poool\n",
      "missing word: drole\n",
      "missing word: teching\n",
      "missing word: dimentional\n",
      "missing word: wayons\n",
      "missing word: makuping\n",
      "missing word: techneques\n",
      "missing word: shedow\n",
      "missing word: shreads\n",
      "missing word: rifels\n",
      "missing word: coumpter\n",
      "missing word: excitedely\n",
      "missing word: matharam\n",
      "missing word: perfoming\n",
      "missing word: cigrate\n",
      "missing word: spaises\n",
      "missing word: panda-like\n",
      "missing word: marinde\n",
      "missing word: zip-bag\n",
      "missing word: ziplock\n",
      "missing word: mzn\n",
      "count of missing words:  1595\n",
      "8034 8036 8036\n"
     ]
    }
   ],
   "source": [
    "import nltk\n",
    "nltk.download('punkt')\n",
    "\n",
    "vocab, total_len = {}, 0\n",
    "for cap in train_corpus:\n",
    "    tokens = nltk.word_tokenize(cap.lower())\n",
    "    total_len += len(tokens)\n",
    "    for w in tokens:\n",
    "        try:\n",
    "            vocab[w] += 1\n",
    "        except:\n",
    "            vocab[w] = 1\n",
    "\n",
    "print('Avg. count of words per caption:', total_len/len(train_corpus))\n",
    "print('Count of unique words: ', len(vocab))\n",
    "\n",
    "to_del = []\n",
    "for w in vocab.keys():\n",
    "    if not w in wordvectors:\n",
    "        to_del.append(w)\n",
    "        print('missing word: {}'.format(w))\n",
    "\n",
    "print('count of missing words: ', len(to_del))\n",
    "        \n",
    "for w in to_del:\n",
    "    del vocab[w]\n",
    "        \n",
    "idx2word = {idx: word for idx, word in enumerate(['<eos>', '<unk>'] + list(vocab.keys()))}\n",
    "word2idx = {word: idx for idx, word in enumerate(['<eos>', '<unk>'] + list(vocab.keys()))}\n",
    "EOS, UNK = 0, 1\n",
    "\n",
    "print(len(vocab), len(idx2word), len(word2idx))\n",
    "\n",
    "word_embeddings = np.zeros((len(idx2word), 300))\n",
    "for idx, word in idx2word.items():\n",
    "    if idx == EOS:\n",
    "        word_embeddings[idx] = wordvectors['eos']\n",
    "    elif idx == UNK:\n",
    "        word_embeddings[idx] = wordvectors['unk']\n",
    "    else:\n",
    "        word_embeddings[idx] = wordvectors[word]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Determine POS-tagging vocabulary from train split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Unique words per tag:\n",
      " DT:\t18\n",
      " NN:\t4756\n",
      " VBZ:\t675\n",
      " VBG:\t1182\n",
      " IN:\t118\n",
      " PRP:\t24\n",
      " JJ:\t1708\n",
      " NNS:\t1479\n",
      " CC:\t9\n",
      " VB:\t519\n",
      " WRB:\t4\n",
      " TO:\t1\n",
      " CD:\t76\n",
      " RP:\t30\n",
      " PRP$:\t8\n",
      " VBD:\t505\n",
      " JJR:\t32\n",
      " ::\t4\n",
      " POS:\t4\n",
      " RBR:\t17\n",
      " VBN:\t522\n",
      " VBP:\t332\n",
      " ,:\t1\n",
      " MD:\t12\n",
      " RB:\t358\n",
      " .:\t2\n",
      " EX:\t4\n",
      " WDT:\t8\n",
      " (:\t1\n",
      " ):\t1\n",
      " JJS:\t19\n",
      " SYM:\t8\n",
      " FW:\t15\n",
      " ``:\t2\n",
      " '':\t2\n",
      " WP:\t3\n",
      " NNP:\t9\n",
      " UH:\t2\n",
      " RBS:\t4\n",
      " PDT:\t7\n",
      " $:\t2\n",
      " NNPS:\t1\n",
      " WP$:\t1\n",
      "45\n"
     ]
    }
   ],
   "source": [
    "import nltk\n",
    "\n",
    "pos_vocab = {}\n",
    "pos_unique_words = {}\n",
    "for cap in train_corpus:\n",
    "    for tag in nltk.pos_tag(nltk.word_tokenize(cap.lower())):\n",
    "        try:\n",
    "            pos_vocab[tag[1]] += 1\n",
    "            try: \n",
    "                pos_unique_words[tag[1]][tag[0]] += 1\n",
    "            except:\n",
    "                pos_unique_words[tag[1]][tag[0]] = 1\n",
    "        except:\n",
    "            pos_vocab[tag[1]] = 1\n",
    "            pos_unique_words[tag[1]] = {tag[0]: 1}\n",
    "\n",
    "print('Unique words per tag:')\n",
    "print('\\n'.join([f' {k}:\\t{len(words)}' for k, words in pos_unique_words.items()]))\n",
    "            \n",
    "idx2pos = {idx: tag for idx, tag in enumerate(['eos', 'unk'] + list(pos_vocab.keys()))}\n",
    "pos2idx = {tag: idx for idx, tag in enumerate(['eos', 'unk'] + list(pos_vocab.keys()))}\n",
    "EOS, UNK = 0, 1\n",
    "print(len(idx2pos))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Determine Universal POS-tagging from train split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package universal_tagset to\n",
      "[nltk_data]     /home/jeperez/nltk_data...\n",
      "[nltk_data]   Package universal_tagset is already up-to-date!\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Unique words per universal tag:\n",
      " DET:\t35\n",
      " NOUN:\t6057\n",
      " VERB:\t3211\n",
      " ADP:\t118\n",
      " PRON:\t35\n",
      " ADJ:\t1751\n",
      " CONJ:\t9\n",
      " ADV:\t378\n",
      " PRT:\t35\n",
      " NUM:\t76\n",
      " .:\t15\n",
      " X:\t25\n",
      "14\n"
     ]
    }
   ],
   "source": [
    "import nltk\n",
    "nltk.download('universal_tagset')\n",
    "\n",
    "upos_vocab = {}\n",
    "upos_unique_words = {}\n",
    "for cap in train_corpus:\n",
    "    for tag in nltk.pos_tag(nltk.word_tokenize(cap.lower()), tagset='universal'):\n",
    "        try:\n",
    "            upos_vocab[tag[1]] += 1\n",
    "            try: \n",
    "                upos_unique_words[tag[1]][tag[0]] += 1\n",
    "            except:\n",
    "                upos_unique_words[tag[1]][tag[0]] = 1\n",
    "        except:\n",
    "            upos_vocab[tag[1]] = 1\n",
    "            upos_unique_words[tag[1]] = {tag[0]: 1}\n",
    "\n",
    "print('Unique words per universal tag:')\n",
    "print('\\n'.join([f' {k}:\\t{len(words)}' for k, words in upos_unique_words.items()]))\n",
    "            \n",
    "idx2upos = {idx: word for idx, word in enumerate(['eos', 'unk'] + list(upos_vocab.keys()))}\n",
    "upos2idx = {word: idx for idx, word in enumerate(['eos', 'unk'] + list(upos_vocab.keys()))}\n",
    "print(len(idx2upos))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate ground-truth references files"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('../results/MSVD_val_references.txt', 'w') as f:\n",
    "    for vidx, cap in zip(valid_vidxs, valid_corpus):\n",
    "        f.write('{}\\t{}\\n'.format(vidx, cap.lower()))\n",
    "        \n",
    "with open('../results/MSVD_test_references.txt', 'w') as f:\n",
    "    for vidx, cap in zip(test_vidxs, test_corpus):\n",
    "        f.write('{}\\t{}\\n'.format(vidx, cap.lower()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate corpus.pkl file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle\n",
    "\n",
    "train_corpus_widxs = [[word2idx[w] if w in vocab else UNK for w in nltk.word_tokenize(cap.lower())] + [EOS] for cap in train_corpus]\n",
    "valid_corpus_widxs = [[word2idx[w] if w in vocab else UNK for w in nltk.word_tokenize(cap.lower())] + [EOS] for cap in valid_corpus]\n",
    "test_corpus_widxs = [[word2idx[w] if w in vocab else UNK for w in nltk.word_tokenize(cap.lower())] + [EOS] for cap in test_corpus]\n",
    "\n",
    "train_corpus_pidxs = [[pos2idx[w[1]] if w[1] in pos_vocab else UNK for w in nltk.pos_tag(nltk.word_tokenize(cap.lower()))] + [EOS] for cap in train_corpus]\n",
    "valid_corpus_pidxs = [[pos2idx[w[1]] if w[1] in pos_vocab else UNK for w in nltk.pos_tag(nltk.word_tokenize(cap.lower()))] + [EOS] for cap in valid_corpus]\n",
    "test_corpus_pidxs = [[pos2idx[w[1]] if w[1] in pos_vocab else UNK for w in nltk.pos_tag(nltk.word_tokenize(cap.lower()))] + [EOS] for cap in test_corpus]\n",
    "\n",
    "assert len(train_corpus_widxs) == len(train_vidxs) and len(train_vidxs) == len(train_corpus_pidxs) and len(train_vidxs) == len(train_corpus), f'{len(train_vidxs)}, {len(train_corpus_widxs)}, {len(train_corpus_pidxs)}, {len(train_corpus)}'\n",
    "assert len(valid_corpus_widxs) == len(valid_vidxs) and len(valid_vidxs) == len(valid_corpus_pidxs) and len(valid_vidxs) == len(valid_corpus), f'{len(valid_vidxs)}, {len(valid_corpus_widxs)}, {len(valid_corpus_pidxs)}, {len(valid_corpus)}'\n",
    "assert len(test_corpus_widxs) == len(test_vidxs) and len(test_vidxs) == len(test_corpus_pidxs) and len(test_vidxs) == len(test_corpus), f'{len(test_vidxs)}, {len(test_corpus_widxs)}, {len(test_corpus_pidxs)}, {len(test_corpus)}'\n",
    "\n",
    "train_data = [train_corpus_widxs, train_vidxs, train_corpus_pidxs, train_corpus]\n",
    "valid_data = [valid_corpus_widxs, valid_vidxs, valid_corpus_pidxs, valid_corpus]\n",
    "test_data = [test_corpus_widxs, test_vidxs, test_corpus_pidxs, test_corpus]\n",
    "\n",
    "with open('../../../data/MSVD/my_msvd_corpus.pkl', 'wb') as outfile:\n",
    "    pickle.dump([train_data, valid_data, test_data, vocab, idx2word, word_embeddings, idx2pos], outfile)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ------END------"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# De aqui hacia delante son solo pruebas para sacar ejemplos y esas cosas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(4,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is boiling finger in the water'),\n",
       " (7, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is shaking sugar into a pan'),\n",
       " (9,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman starts swimming underwater in a swimming-pool'),\n",
       " (12,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is doing exercise in the room'),\n",
       " (12,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is doing exercise on a floor mat'),\n",
       " (14, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is mixing food in a bowl'),\n",
       " (16,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is slicing cucumber with a knife'),\n",
       " (17,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing cucumber with a knife'),\n",
       " (19,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A woman is removing food from a pot of oil'),\n",
       " (19, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is removing food from a pot'),\n",
       " (20, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is forming rice into a ball'),\n",
       " (21, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is arranging food on a dish'),\n",
       " (25,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A girl is mixing something in a glass jar'),\n",
       " (25,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A girl is mixing something in a glass'),\n",
       " (25,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A lady is preparing something in a glass'),\n",
       " (25,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A girl is mixing something in a glass'),\n",
       " (25, 'DT NN VBZ VBG NN IN DT NN eos', 'A girl is stirring mix in a glass'),\n",
       " (25,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A girl is stirring something in a glass'),\n",
       " (25, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is mixing liquid in a glass'),\n",
       " (27,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is applying foundation with a brush'),\n",
       " (41,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is putting spinach into a pan'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is browning pork in a pan'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a pan'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a pot'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat inside a pot'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is frying pork in a saucepan'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting meat in a pan'),\n",
       " (42, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a pan'),\n",
       " (43, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is slicing meat with a knife'),\n",
       " (48,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A lady is cutting onion with the knife'),\n",
       " (65, 'DT NN VBZ VBG NN IN DT NN eos', 'A plane is doing stunt in a sky'),\n",
       " (66, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is pouring oil in a pan'),\n",
       " (66, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring oil into a pot'),\n",
       " (66, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is pouring oil into the pot'),\n",
       " (66, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is pouring oil into the pot'),\n",
       " (69, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is adding paste in a food'),\n",
       " (72, 'DT NN VBZ VBG NN IN DT NN eos', 'a man is adding water in a dish'),\n",
       " (75,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is putting pepper into a measuring spoon'),\n",
       " (77, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is stirring chili with a spoon'),\n",
       " (78,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is dipping bread into some sauce'),\n",
       " (79,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is smelling something in a spoon'),\n",
       " (79,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is blowing something in a spoon'),\n",
       " (80,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN IN VBG eos',\n",
       "  'A man is tasting something from a bowl with a spoon while speaking'),\n",
       " (80,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is tasting something in a spoon'),\n",
       " (86,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is putting shrimp into a pot'),\n",
       " (96, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is pouring rice into a bowl'),\n",
       " (97,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN IN DT NN NN eos',\n",
       "  'A woman is stirring rice in a glass bowl with a plastic spoon'),\n",
       " (97, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is mixing rice in a bowl'),\n",
       " (99,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'a lady is putting salt on the egg in the bowl'),\n",
       " (101,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring egg into a skillet'),\n",
       " (101, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is adding  liquid in a pan'),\n",
       " (107,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A boy is taking shower in a Bathroom'),\n",
       " (110,\n",
       "  'DT NN VBZ VBG NN IN DT NN POS NN eos',\n",
       "  \"A woman is applying makeup around a man's eye\"),\n",
       " (110, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting makeup on a man'),\n",
       " (110,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is putting makeup on the man'),\n",
       " (110, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting makeup on a guy'),\n",
       " (110,\n",
       "  'DT NN VBZ VBG NN IN DT NN POS NN eos',\n",
       "  \"A woman is putting make-up on a man's face\"),\n",
       " (110, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is doing makeup of a man'),\n",
       " (110,\n",
       "  'DT NN VBZ VBG NN IN DT NN POS NN eos',\n",
       "  \"A woman is putting makeup on a man's face\"),\n",
       " (110, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting make-up on a man'),\n",
       " (110, 'DT NN VBZ VBG NN IN DT NN eos', 'a woman is doing makeup of a man'),\n",
       " (113,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A hedgehog is eating food from the floor'),\n",
       " (113,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A hedgehog is eating food off a table'),\n",
       " (119, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting butter on the tray'),\n",
       " (119,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is putting butter onto a cookie sheet'),\n",
       " (119,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is spreading butter on a bread plate'),\n",
       " (120,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is spreading spice on a dough'),\n",
       " (121,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing bread with a knife'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is spreading butter on a bread'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A person is spreading button on a piece of bread'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is spreading butter on a bread'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A person is spreading butter on a slice of bread'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A man is spreading butter on a slice of bread'),\n",
       " (122,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A man is spreading butter on a piece of bread'),\n",
       " (126,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is playing basketball with a dog'),\n",
       " (126,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is playing basketball with a dog'),\n",
       " (126,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The dog is playing basketball with the man'),\n",
       " (131,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is pouring egg into a frying pan'),\n",
       " (131,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is putting egg in the pan'),\n",
       " (134,\n",
       "  'DT JJ NN VBN IN DT NN VBZ VBG NN IN DT NN VBD JJ TO PRP$ NN IN NN eos',\n",
       "  'A small girl seated at the table is sipping water from a sipper kept next to her plate of food'),\n",
       " (134,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A girl is drinking water with a sipper'),\n",
       " (134,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A baby is drinking liquid from a sipper bottle'),\n",
       " (138, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is riding horse on a trail'),\n",
       " (141,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN PRP VBZ CC VBG NN eos',\n",
       "  'A lady is making fun with a parrot  as it speaks and making noise'),\n",
       " (163,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is spraying water on another person'),\n",
       " (176, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting water into a pot'),\n",
       " (176, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is taking water from a tap'),\n",
       " (176, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is catching water in a pan'),\n",
       " (176, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is putting water in a pan'),\n",
       " (179,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing cream with a knife'),\n",
       " (180,\n",
       "  'DT NN VBZ VBG NN IN DT NN , WRB DT NN NNS TO CD NNS , CD WP VBZ VBG DT NN , CC RB NNS TO DT JJR NN IN DT JJ NN IN PRP$ NN eos',\n",
       "  'A man is pushing something in a garden, when the scene flashes to four people, one who is carrying a sign, and then flashes to an older man with a wide grin on his face'),\n",
       " (186, 'DT NN VBZ VBG NN IN DT NN eos', 'A boy is eating food at a table'),\n",
       " (203, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting lotion on a baby'),\n",
       " (209,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is getting juice from the refrigerator'),\n",
       " (209,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is getting juice from the fridge'),\n",
       " (214,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is eating cereal at the kitchen table'),\n",
       " (214,\n",
       "  'DT NN VBZ VBG NN IN DT NN VBZ DT NN IN IN DT NN eos',\n",
       "  'A man is eating cereal while a woman pulls a tray out of a cupboard'),\n",
       " (238,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A kitten is drinking milk from a bowl'),\n",
       " (238,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from a saucer'),\n",
       " (238,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A kitten is licking milk from a bowl'),\n",
       " (242, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting food into a bowl'),\n",
       " (242, 'DT NN VBZ VBG NN IN DT NN eos', 'A chef is spooning soup into a bowl'),\n",
       " (242,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The chef is putting curry into a bowl'),\n",
       " (242,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A man is putting something in a bowl from a pan'),\n",
       " (242,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is scooping food from a pot into a bowl'),\n",
       " (242,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The chef is putting curry into a bowl'),\n",
       " (243,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is wiping food from a bowls rim'),\n",
       " (245, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is mixing something in a bowl'),\n",
       " (250, 'DT NN VBZ VBG NN IN DT NN eos', 'A girl is jumping rope in the road'),\n",
       " (250,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A girl is jumping rope in the street'),\n",
       " (250,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A girl is jumping rope on a country road'),\n",
       " (250, 'DT NN VBZ VBG NN IN DT NN eos', 'A girl is jumping rope on a road'),\n",
       " (265,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A dog is standing infront of a counter'),\n",
       " (267,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is doing exercise in the garage'),\n",
       " (274, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is showing stunt with a bike'),\n",
       " (275,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'a man is getting accident from the bike'),\n",
       " (276,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is typing something on the keyboard'),\n",
       " (278,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'The man is pouring sauce over the pizza dough'),\n",
       " (278,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is adding sauce into the dough'),\n",
       " (278,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring sauce over the dough'),\n",
       " (279, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting cheese on a pizza'),\n",
       " (279, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting cheese on a pizza'),\n",
       " (279,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is putting cheese on the pizza'),\n",
       " (279, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting cheese on a pizza'),\n",
       " (280, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is placing pizza into an oven'),\n",
       " (280,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'the man is preparing pizza in the kichan'),\n",
       " (280,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is putting pizza into the oven'),\n",
       " (291, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is mixing food in a pan'),\n",
       " (293,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A woman is grating cheese over a pot of food'),\n",
       " (297,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A woman is putting flour on a piece of meat'),\n",
       " (299,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is placing food in a bubbling pot'),\n",
       " (318, 'DT NN VBZ VBG NN IN DT NN eos', 'A guy is playing gitar on the stage'),\n",
       " (327,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is whipping something in a bowl'),\n",
       " (327,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is mixing batter in a bowl with a whisk'),\n",
       " (327,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A cook is mixing something in a bowl with a wisk'),\n",
       " (329,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A guy is playing guitar on the stage'),\n",
       " (330,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A lady is taking bath with the soap camay'),\n",
       " (336,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is cooking food on a frying pan'),\n",
       " (336, 'DT NN VBZ VBG NN IN DT NN eos', 'A chef is frying rice in a pan'),\n",
       " (336, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is cooking meat in a pan'),\n",
       " (337,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is microwaving pasta in a container'),\n",
       " (337,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is making something in the microwave'),\n",
       " (337,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is cooking pasta in the microwave'),\n",
       " (338,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is placing food into a microwave'),\n",
       " (339, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting lid on a box'),\n",
       " (340,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN NN eos',\n",
       "  'A man is emptying water from a container into the kitchen sink'),\n",
       " (340,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is pouring water from a plastic container'),\n",
       " (342, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is dumping pasta onto a plate'),\n",
       " (342, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting pasta on a plate'),\n",
       " (342,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring pasta on the plate'),\n",
       " (343,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring sauce over the pasta'),\n",
       " (343,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring sauce on some pasta'),\n",
       " (343,\n",
       "  'DT NN VBZ VBG NN IN DT NNS eos',\n",
       "  'A man is pouring sauce over some spaghetti'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT JJ NN eos',\n",
       "  'A man is pouring water from a jar into a plastic container'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is pouring water in a plastic container'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring water into a container'),\n",
       " (345, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring water from a jar'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring water into a container'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring water into a container'),\n",
       " (345,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring water into a container'),\n",
       " (348,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing meat with a sword'),\n",
       " (348, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cutting meat by a sword'),\n",
       " (348, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cutting meat with a sword'),\n",
       " (348, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cutting meat with a sword'),\n",
       " (348, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cutting meat with a sword'),\n",
       " (349,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A MAN IS CUTTING BUCKET WITH THE SWORD'),\n",
       " (356,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is chopping cabbage with a knife'),\n",
       " (365, 'DT NN VBZ VBG NN IN DT NN eos', 'A boy is showing demo for a dance'),\n",
       " (374,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is taking toaster from a packet'),\n",
       " (374,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is removing something from a box'),\n",
       " (375,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is taking something from a packet'),\n",
       " (381,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is removing skin from some meat'),\n",
       " (381,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is trimming fat from some chicken'),\n",
       " (393,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A baker is folding butter into a pile of flour'),\n",
       " (397,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is fitting silencer on a pistol'),\n",
       " (397,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is putting silencer on the gun'),\n",
       " (398,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is cooking beef on a skillet'),\n",
       " (398,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is frying something in the pan'),\n",
       " (398, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a pan'),\n",
       " (398,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is cooking meat in the pan'),\n",
       " (398,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN VBG NNS eos',\n",
       "  'A person is cooking meat in a pan on the stove using chopsticks'),\n",
       " (399, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a pan'),\n",
       " (402, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is wrapping rice in a leaf'),\n",
       " (403, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is adding food in a pan'),\n",
       " (403,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A woman is dumping rice from a pot into a skillet'),\n",
       " (403, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is stirring rice in a pot'),\n",
       " (403,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is putting rice into the pan'),\n",
       " (403,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is putting rice in a skillet'),\n",
       " (404, 'DT NN VBZ VBG NN IN DT NN eos', 'A lady is spreading rice in a pan'),\n",
       " (404,\n",
       "  'DT NN VBZ VBG NN IN DT NN TO VB NN eos',\n",
       "  'A woman is pouring rice from a container to fry pan'),\n",
       " (404, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting rice in a pan'),\n",
       " (404,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is putting rice in a skillet'),\n",
       " (408,\n",
       "  'DT NN VBZ VBG NN IN DT NNS eos',\n",
       "  'A woman is cutting something with some scissors'),\n",
       " (423, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is performing dtunt on a bike'),\n",
       " (423,\n",
       "  'DT NN VBZ VBG NN IN DT NN CD NN eos',\n",
       "  'A man is doing stunt in a Kawasaki Z1000 bike'),\n",
       " (423, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is doing stunt with a bike'),\n",
       " (424, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is doing stunt with the bike'),\n",
       " (425, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is watching TV on a bed'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is pouring fuel on the flag'),\n",
       " (432,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is pouring gasoline on a lit bonfire'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NNS eos', 'A man is pouring  oil on the woods'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring gasoline on a fire'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring gasoline on a fire'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring gasoline on a fire'),\n",
       " (432,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A man is pouring gasoline over a stack of wood'),\n",
       " (432,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring gasoline over the firewood'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring fuel on a fire'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring gas on a fire'),\n",
       " (432,\n",
       "  'DT NN VBZ VBG NN IN DT NN , CC DT NN eos',\n",
       "  'A man is pouring gasoline onto a flag, and a flame'),\n",
       " (432,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring fuel over the flag'),\n",
       " (432, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring gas onto a bonfire'),\n",
       " (438,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A boy is drinking water from a fountain'),\n",
       " (438,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is drinking water from the tap'),\n",
       " (438,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The boy is drinking water at the fountain'),\n",
       " (438,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A man is drinking water from the tap without any vessel'),\n",
       " (438,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A boy is drinking water at the water fountain'),\n",
       " (439, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is showing stunt on a bicycle'),\n",
       " (446, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is stirring meat in a bowl'),\n",
       " (446, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is mixing beef in a bowl'),\n",
       " (447,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is cutting broccoli with a knife'),\n",
       " (448, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a wok'),\n",
       " (448, 'DT NN VBZ VBG NN IN DT NN eos', 'The woman is cooking meat in a wok'),\n",
       " (448, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking beef in a wok'),\n",
       " (448, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is cooking meat in a wok'),\n",
       " (449,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is pouring sauce on some meat'),\n",
       " (449,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring sauce over the beef'),\n",
       " (461,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A baby is drinking milk from a bottle'),\n",
       " (485,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A guy is throwing coffee on a camera'),\n",
       " (499, 'DT NN VBZ VBG NN IN DT NN eos', 'A girl is riding motor in the water'),\n",
       " (501, 'DT NN VBZ VBG NN IN DT NN eos', 'A cow is eating grass in a field'),\n",
       " (501, 'DT NN VBZ VBG NN IN DT NN eos', 'A cow is eating grass in a field'),\n",
       " (501, 'DT NN VBZ VBG NN IN DT NN eos', 'A cow is eating grass in a meadow'),\n",
       " (517,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is seaching something in a box'),\n",
       " (520, 'DT NN VBZ VBG NN IN DT NN eos', 'A boy is riding bicycle over a car'),\n",
       " (531,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A guy is playing guitar on the stage'),\n",
       " (535, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting pepper into a bowl'),\n",
       " (535,\n",
       "  'DT NN VBZ VBG NN IN DT NNS eos',\n",
       "  'A man is putting pepper on the eggs'),\n",
       " (550, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is heating butter in a pan'),\n",
       " (550, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is melting butter in a pan'),\n",
       " (550, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is melting butter in a pot'),\n",
       " (550,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN CC VBG PRP eos',\n",
       "  'A person is melting butter in a stove pot and stirring it'),\n",
       " (550, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is melting butter in a pot'),\n",
       " (550, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is melting butter in a pan'),\n",
       " (550,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is melting butter in a pan on the stove'),\n",
       " (558, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is chopping wood with an axe'),\n",
       " (558,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN JJ NN eos',\n",
       "  'A man is cutting branch of a tree with axe tool'),\n",
       " (558, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cutting wood with an axe'),\n",
       " (564,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN PRP$ NN eos',\n",
       "  'A man is mixing meat in a bowl with his hand'),\n",
       " (564, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is mixing meat in a bowl'),\n",
       " (566,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is taking photographs of a woman'),\n",
       " (566, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is taking picture of a woman'),\n",
       " (595,\n",
       "  'DT NN VBZ VBG NN IN DT NN CC NN NN eos',\n",
       "  'A cat is watching something on a television or computer screen'),\n",
       " (596,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is erasing something from a chalkboard'),\n",
       " (605,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is tearing paper along a crease'),\n",
       " (607,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A man is doing exercise on the top of the hill'),\n",
       " (609,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN JJ NN eos',\n",
       "  'A teacher is reading something from a piece of notebook paper'),\n",
       " (609,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A teacher is reading something in a class'),\n",
       " (611,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is searching something in the jungle'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is chopping butter into a container'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is adding butter into a pot'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is chopping butter into a blender'),\n",
       " (613, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is slicing butter into a pot'),\n",
       " (613, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is slicing butter into a bowl'),\n",
       " (613, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting butter into a bowl'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing butter into a mixer'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN IN DT NN eos',\n",
       "  'A man is putting butter into a mixing bowl with a mixer'),\n",
       " (613,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is cutting butter into a mixing bowl'),\n",
       " (616, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is filling air in a balloon'),\n",
       " (619,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A dog is taking something from a refrigerator'),\n",
       " (619,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A dog is stealing food from a refrigerator'),\n",
       " (619,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A dog is grabbing something from the refrigerator'),\n",
       " (620,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NNS eos',\n",
       "  'A boy is cutting grass with a pair of scissors'),\n",
       " (625, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a wok'),\n",
       " (625, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is adding  oil in the pan'),\n",
       " (625,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is pouring oil into a frying pan'),\n",
       " (625,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is putting oil into a skillet'),\n",
       " (625, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (625,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is pouring oil into the pan'),\n",
       " (625,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is pouring oil into the bowl'),\n",
       " (625, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting oil in a pan'),\n",
       " (625, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting oil into a pan'),\n",
       " (625,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is pouring oil into the pan'),\n",
       " (626,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is cooking beef on a skillet'),\n",
       " (626,\n",
       "  'DT NN VBZ VBG NN IN DT NN TO VB eos',\n",
       "  'A person is putting meat in a skillet to cook'),\n",
       " (626, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is sauteing meat in a pan'),\n",
       " (626, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is frying meat in a pan'),\n",
       " (626,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is browning pork in the pan'),\n",
       " (634,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is removing something from a package'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN NN IN NN eos',\n",
       "  'A man is spreading butter on a split half loaf of bread'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN JJ NN eos',\n",
       "  'A man is smearing butter on a slice of garlic bread'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading butter on a bread'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A man is spreading butter on a piece of bread'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is spreading butter on the bread'),\n",
       " (638,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is spreading butter on the bread'),\n",
       " (639,\n",
       "  'DT NN VBZ VBG NN IN DT NN NNS eos',\n",
       "  'A man is putting garlic on some bread slices'),\n",
       " (663,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A dog is eating something off the ground'),\n",
       " (667,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is chopping food with an instrument'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading margarine on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A guy is putting butter on a tortila bread'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is spreading butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting butter on a tortilla'),\n",
       " (668,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is spreading margarine on a tortilla'),\n",
       " (669,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting cheese on a tortilla'),\n",
       " (669,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting cheese on a tortilla'),\n",
       " (669,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is spreading cheese over the tortilla'),\n",
       " (670,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting cheese on a tortilla'),\n",
       " (670,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting cheese on a tortilla'),\n",
       " (670,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting cheese on a tortilla'),\n",
       " (670,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is spreading cheese over the tortilla'),\n",
       " (671,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is folding something in a skillet'),\n",
       " (673, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is organizing meat on a tray'),\n",
       " (673, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is flipping meat in the oven'),\n",
       " (674,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is placing meat in a container'),\n",
       " (675,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring sauce over the chicken'),\n",
       " (675, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring jam on the meat'),\n",
       " (678,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is forecasting weather on a TV'),\n",
       " (694,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A MAN IS SLICING MUSHROOM WITH A KNIFE'),\n",
       " (698,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is adding meat in the liquid'),\n",
       " (698,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A person is placing meat into a bowl of broth'),\n",
       " (701, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is stirring soup in a pot'),\n",
       " (702, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring soup into a bowl'),\n",
       " (714,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN PRP eos',\n",
       "  'A man is drinking water with a tadpole in it'),\n",
       " (714, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is drinking water with a fish'),\n",
       " (716,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is cutting wood with a machete'),\n",
       " (716,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is chopping wood with a machete'),\n",
       " (716,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is cutting wood with a machete'),\n",
       " (731,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN CC RB VBG PRP eos',\n",
       "  'A man is adding sugar in the cup of liquid and then drinking it'),\n",
       " (731,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN CC RB VBG PRP eos',\n",
       "  'A man is pouring sugar into a cup of coffee and then drinking it'),\n",
       " (731, 'DT NN VBZ VBG NN IN DT NN eos', 'A MAN IS MIXING SUGAR AT THE COFFEE'),\n",
       " (731, 'DT NN VBZ VBG NN IN DT NN eos', 'a man is adding sugar in the coffee'),\n",
       " (731, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring sugar into a cup'),\n",
       " (738, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is pouring batter in a pan'),\n",
       " (755, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is playing music on a piano'),\n",
       " (765, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cooking food in a pan'),\n",
       " (765, 'DT NN VBZ VBG NN IN DT NN eos', 'A chef is cooking food in a pan'),\n",
       " (765, 'DT NN VBZ VBG NN IN DT NN eos', 'A chef is frying something in a pan'),\n",
       " (777,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking water from a faucet'),\n",
       " (777,\n",
       "  'DT NN VBZ VBG NN IN DT NN WDT VBZ VBG VBN IN DT NN eos',\n",
       "  'A cat is drinking water from a bowl that is being filled by a faucet'),\n",
       " (782,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is collecting water from a tap'),\n",
       " (782,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN IN DT NN IN DT NN NN eos',\n",
       "  'A woman is filling water into a steel saucepan from the tap of the kitchen sink'),\n",
       " (782, 'DT NN VBZ VBG NN IN DT NN eos', 'A girl is putting water into a pan'),\n",
       " (782,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A lady is filling water in a vessel under a tap'),\n",
       " (782,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is filling water into a kettle'),\n",
       " (782, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting water in a pot'),\n",
       " (782,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A girl is putting water in a pan from the tap'),\n",
       " (785,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is pouring oil into the pan'),\n",
       " (785,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman pours cooking oil into a pan'),\n",
       " (785, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is melting butter in a pan'),\n",
       " (785,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is pouring oil into the pan'),\n",
       " (786,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is cooking shrimp in a frying pan'),\n",
       " (786,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is sauteing shrimp in a frying pan'),\n",
       " (786, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is flipping shrimp in a pan'),\n",
       " (788, 'DT NN VBZ VBG NN IN DT NN eos', 'A bird is eating food from a dish'),\n",
       " (788,\n",
       "  'DT NN VBZ VBN IN DT NN IN DT NN WDT VBZ VBN TO DT JJ NN CC DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A bird is perched on the edge of a bowl which is attached to a tree branch and the bird is eating something in the bowl'),\n",
       " (794, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is slicing bread with a knife'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'The cat is eating corn on the cob'),\n",
       " (796, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is eating corn on the cobb'),\n",
       " (803,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN NNS eos',\n",
       "  'A man is putting gas in a car while a woman watches'),\n",
       " (803,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting gasoline into a car'),\n",
       " (803, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is filling gas in a car'),\n",
       " (803, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting gas in a car'),\n",
       " (803,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pumping fuel into the car'),\n",
       " (816, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil in a pan'),\n",
       " (816,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is pouring oil into a frying pan'),\n",
       " (816, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (816, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (816, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (821,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting antifreeze in a car'),\n",
       " (821, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting coolant into a car'),\n",
       " (821,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring antifreeze in the car'),\n",
       " (821,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting coolant in a vehicle'),\n",
       " (827,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is breaking egg in the bowl'),\n",
       " (832,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A  girl is taking something from a bowl'),\n",
       " (834,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A GIRL IS MIXING SOMETHING INTO THE BOWL'),\n",
       " (836,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is chopping shrimp with a knife'),\n",
       " (838, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pulling dough of a plate'),\n",
       " (838,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is putting paste into a dish'),\n",
       " (838,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is putting paste in the dish'),\n",
       " (854, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is adding oil in the pan'),\n",
       " (854, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (854, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring oil into a pan'),\n",
       " (854,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is pouring oil into the pan'),\n",
       " (857,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is collecting water into a jar'),\n",
       " (857,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is putting water in the pitcher'),\n",
       " (865,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is seasoning salmon in a dish'),\n",
       " (865,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is preparing salmon in a baking pan'),\n",
       " (865,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The woman is putting salmon into the dish'),\n",
       " (865,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN CC NNS eos',\n",
       "  'A woman is placing salmon on a layer of salt and spices'),\n",
       " (868, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is washing clothe in a pond'),\n",
       " (873,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is sprinkling something on some quail in a bowl'),\n",
       " (883,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is playing game on the computer'),\n",
       " (886, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is drinking milk from a plate'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from the plate'),\n",
       " (886, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is licking milk from a bowl'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The cat is lapping milk from a saucer'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from the plate'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from a saucer'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from a saucer'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking milk from a saucer'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A cat is drinking cream from a saucer'),\n",
       " (886,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A kitten is drinking water from a bowl'),\n",
       " (886, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is licking milk of a plate'),\n",
       " (886, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is drinking milk from a dish'),\n",
       " (886, 'DT NN VBZ VBG NN IN DT NN eos', 'A cat is lapping milk from a saucer'),\n",
       " (906,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN NN NN eos',\n",
       "  'A man is throwing ball into the Basket in a Basket Ball Court'),\n",
       " (909, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting salt on a chicken'),\n",
       " (909,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is putting flour on the chicken'),\n",
       " (909, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring salt on a chicken'),\n",
       " (909,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is putting salt on the chicken'),\n",
       " (915,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN IN DT NN eos',\n",
       "  'A person is cooking shrimp in a frying pan on a stove'),\n",
       " (915,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is sauteing shrimp in a pan'),\n",
       " (915,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is cooking shrimp in a pan'),\n",
       " (915, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is cooking shrimp in a pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN IN DT NN eos',\n",
       "  'A girl is putting meat from a plastic packet into a pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is placing meat in a frying pan'),\n",
       " (939, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting meat in a pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is putting meat into a frying pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN NN eos',\n",
       "  'A woman is dumping meat from a baggie into a frying pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is placing meat on a skillet'),\n",
       " (939, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is pouring meet in a pan'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is putting something in a skillet'),\n",
       " (939,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is cooking meat over the stove'),\n",
       " (948,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring water into a pan'),\n",
       " (948, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring water into a pan'),\n",
       " (948,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring water into a pot'),\n",
       " (948,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring water into a pot'),\n",
       " (948, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring water into a pan'),\n",
       " (948,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is pouring water into a pot'),\n",
       " (948,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring water into the pot'),\n",
       " (949,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is putting rice in a bowling pot'),\n",
       " (949,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A person is pouring rice into a pot of water'),\n",
       " (950,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A woman is stirring rice in a pot on a stove'),\n",
       " (951, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is stirring rice in the pan'),\n",
       " (952,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The cook is pouring milk into the pot'),\n",
       " (952, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring milk in a pot'),\n",
       " (952,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring milk onto some rice'),\n",
       " (954, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is adding sugar in the pan'),\n",
       " (954,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is dumping sugar into a pot on a stove'),\n",
       " (954,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A person is pouring sugar into a pot on the stove'),\n",
       " (954,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'The man is pouring sugar into the rice pudding'),\n",
       " (955, 'DT NN VBZ VBG NN IN DT NN eos', 'A person is adding slurry in a bowl'),\n",
       " (955, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring food in a bowl'),\n",
       " (956, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is mixing sauce in a pan'),\n",
       " (956,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is pouring sauce over the sausage'),\n",
       " (962,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NNS eos',\n",
       "  'A woman is putting something in a bowl of pickles'),\n",
       " (965,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing ginger with a knife'),\n",
       " (966,\n",
       "  'DT NN VBZ VBG NN IN DT NN TO VB PRP JJ IN VBG eos',\n",
       "  'A woman is sprinkling oil on a fish to get it ready for cooking'),\n",
       " (980,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'a boy is playing music with an instrument'),\n",
       " (983,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is writting something in  the notebook'),\n",
       " (1004,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is smashing something with a knife'),\n",
       " (1005,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A biker is playing stunt in the desert'),\n",
       " (1006,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN DT NN eos',\n",
       "  'A man is cooking meat on a pan on a grill'),\n",
       " (1006,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is cooking meat on the grill'),\n",
       " (1006,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is frying something in a frying pan'),\n",
       " (1007, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is playing guitar in a band'),\n",
       " (1012,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'An elephant is doing work in a shop'),\n",
       " (1013, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is doing haircut for a girl'),\n",
       " (1013, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is styling hair of a woman'),\n",
       " (1014,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is baking food in the oven'),\n",
       " (1020, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is adding egg in the bowl'),\n",
       " (1023, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is placing oil in a pan'),\n",
       " (1023, 'DT NN VBZ VBG NN IN DT NN eos', 'A woman is putting food into a pan'),\n",
       " (1026,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is slicing meat with a knife'),\n",
       " (1028,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is slicing meat with a knife'),\n",
       " (1034,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing food with a knife'),\n",
       " (1036,\n",
       "  'DT NN VBZ VBG NN IN DT NNS CC VBG PRP eos',\n",
       "  'A woman is adding salt on the peas and mixing it'),\n",
       " (1048, 'DT NN VBZ VBG NN IN DT NN eos', 'A cow is eating hay in a field'),\n",
       " (1049,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing bread with a knife'),\n",
       " (1049,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is slicing bread with a knife'),\n",
       " (1050,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is playing music on a keyboard'),\n",
       " (1069,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A chef is making omelet in a fry pan'),\n",
       " (1069,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NNS eos',\n",
       "  'A man is cooking omllette with a couple of chopsticks'),\n",
       " (1078,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A boy is cutting paper with a scissor'),\n",
       " (1078,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A boy is cutting something by a scissor'),\n",
       " (1124,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is playing music on the piano'),\n",
       " (1125,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is stirring batter in a metal bowl'),\n",
       " (1125, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is whisking batter in a bowl'),\n",
       " (1128,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN NN eos',\n",
       "  'A lady is singing something with the help of mike'),\n",
       " (1141,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A child is drinking water in a orange glass'),\n",
       " (1142,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is melting butter in a skillet'),\n",
       " (1142, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is melting butter in a pan'),\n",
       " (1142, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is heating butter in a pan'),\n",
       " (1142, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is melting butter in a pan'),\n",
       " (1142, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is melting butter in a pan'),\n",
       " (1142,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The man is meliting butter in the pan'),\n",
       " (1142,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is melting butter in a skillet'),\n",
       " (1143, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting rice in the pan'),\n",
       " (1143,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring rice into a skillet'),\n",
       " (1143,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is pouring rice into a frying pan'),\n",
       " (1143, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring rice into a pan'),\n",
       " (1143,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is putting rice in the pan'),\n",
       " (1143, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring rice into a pan'),\n",
       " (1144, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is stirring rice in a pan'),\n",
       " (1144, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is cooking rice in a pan'),\n",
       " (1144,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is stirring rice in a saucepan'),\n",
       " (1144,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is mixing rice in a frying pan'),\n",
       " (1144, 'DT NN VBZ VBG NN IN DT NN eos', 'The man is cooking rice in a pan'),\n",
       " (1144,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is sauting Rice-A-Roni in a pan'),\n",
       " (1145,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is adding water into the pan'),\n",
       " (1145,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is pouring water into a skillet'),\n",
       " (1145,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN JJ NN NN eos',\n",
       "  'A man is adding water in a skillet over hot Rice Roni'),\n",
       " (1145,\n",
       "  'DT NN VBZ VBG NN IN DT NN VBN IN NN eos',\n",
       "  'The man is pouring water into the pan filled with rice'),\n",
       " (1145, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is pouring water into a pan'),\n",
       " (1146, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting meat in a pan'),\n",
       " (1146,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is putting meat into a skillet'),\n",
       " (1146,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A person is placing beef into a frying pan'),\n",
       " (1146,\n",
       "  'DT NN VBZ VBG NN IN DT NN IN VBG NN eos',\n",
       "  'A cook is putting meat in a pot of simmering liquid'),\n",
       " (1146, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is putting pork into a pan'),\n",
       " (1148,\n",
       "  'DT NN VBZ VBG NN IN DT NNS eos',\n",
       "  'A man is collecting something from the people'),\n",
       " (1154,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is creating fire from a rope'),\n",
       " (1158,\n",
       "  'DT NN VBZ VBG NN IN DT NN POS NN eos',\n",
       "  \"A kangaroo is eating something from a man's hand\"),\n",
       " (1158,\n",
       "  'DT NN VBZ VBG NN IN DT NN POS NN eos',\n",
       "  \"A wallaby is eating food from a man's hand\"),\n",
       " (1162,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is stirring water in a pan'),\n",
       " (1162,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is cooking something in a pan'),\n",
       " (1162,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A lady is dissolving something in a bowl'),\n",
       " (1167,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A woman is sewing fabric with a sewing machine'),\n",
       " (1169,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A cook is frying food in a shallow pan'),\n",
       " (1171, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is stiring wine in a bucket'),\n",
       " (1171,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is stirring something in a bucket'),\n",
       " (1171, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is stirring wine in a bucket'),\n",
       " (1171,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is stirring liquid in a bucket'),\n",
       " (1171, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is mixing liquid in a bucket'),\n",
       " (1171,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is mixing something in a bucket'),\n",
       " (1171, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is stirring wine in a bucket'),\n",
       " (1171,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is stirring liquid in a bucket'),\n",
       " (1174,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A woman is cutting broccoli with a knife'),\n",
       " (1185,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is teaching math on a whiteboard'),\n",
       " (1185,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is explaining something on a chalk board'),\n",
       " (1197,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A person is adding powder in the box'),\n",
       " (1198,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'A man is stirring slurry by a spoon'),\n",
       " (1199, 'DT NN VBZ VBG NN IN DT NN eos', 'A man is placing meat in a bag'),\n",
       " (1199,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is placing meat into a plastic bag'),\n",
       " (1199,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is placing meat inside a plastic bag'),\n",
       " (1199,\n",
       "  'DT NN VBZ VBG NN IN DT NN eos',\n",
       "  'The person is putting meat in the bag'),\n",
       " (1199,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is putting meat into a plastic bag'),\n",
       " (1199,\n",
       "  'DT NN VBZ VBG NN IN DT NN NN eos',\n",
       "  'A man is putting meat into a plastic bag')]"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "patterns_to_search = [\"DT NN VBZ VBG NN IN DT NN\"]\n",
    "\n",
    "pos_templates = [\" \".join([idx2pos[pidx] for pidx in c]) for c in train_corpus_pidxs]\n",
    "matchs = [(train_vidxs[i], s, train_corpus[i]) for (i, s) in enumerate(pos_templates) if all([(p in s) for p in patterns_to_search])]\n",
    "matchs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'YouTubeClips/-bjOB4zS0uE_100_105.avi'"
      ]
     },
     "execution_count": 136,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mapping[25]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DT NN VBZ VBG eos\n",
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      "\n",
      "DT NN VBZ VBG DT NN eos\n",
      "[2, 3, 4, 6, 11, 12, 15, 18, 25, 40, 91, 93, 109, 110, 121, 158, 159, 160, 163, 164, 165, 171, 175, 185, 186, 188, 191, 198, 200, 201, 205, 257, 287, 288, 289, 295, 414, 415, 416, 417, 418, 419, 420, 421, 422, 424, 425, 430, 433, 434, 437, 438, 440, 442, 444, 445, 450, 453, 455, 494, 540, 564, 572, 605, 612, 618, 622, 623, 625, 626, 638, 652, 654, 655, 658, 662, 665, 669, 677, 678, 688, 690, 696, 701, 703, 705, 716, 718, 720, 721, 791, 812, 834, 855, 875, 884, 888, 891, 894, 897, 898, 899, 904, 915, 919, 922, 923, 924, 925, 926, 937, 943, 944, 947, 948, 951, 953, 954, 955, 962, 964, 966, 967, 971, 972, 980, 981, 982, 1053, 1171, 1187, 1220, 1234, 1257, 1270, 1285, 1287, 1293, 1294, 1295, 1296, 1299, 1300, 1305, 1372, 1459, 1461, 1462, 1467, 1477, 1478, 1479, 1480, 1491, 1494, 1495, 1496, 1498, 1501, 1502, 1510, 1511, 1575, 1596, 1711, 1713, 1728, 1748, 1751, 1755, 1759, 1760, 1832, 1833, 1837, 1839, 1850, 1855, 1858, 1859, 1870, 1902, 1904, 1905, 1913, 1918, 1920, 1923, 1931, 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4708, 4741, 4760, 4763, 4764, 4765, 4770, 4771, 4772, 4776, 4783, 4787, 4788, 4789, 4790, 4799, 4823, 4879, 4911, 4912, 4924, 4930, 4941, 4966, 4971, 4991, 4992, 4998, 5001, 5002, 5003, 5004, 5005, 5018, 5021, 5032, 5035, 5041, 5043, 5048, 5064, 5200, 5236, 5243, 5246, 5250, 5251, 5254, 5266, 5268, 5277, 5278, 5279, 5280, 5281, 5282, 5283, 5284, 5285, 5295, 5300, 5301, 5303, 5306, 5311, 5323, 5327, 5328, 5329, 5330, 5334, 5335, 5336, 5340, 5341, 5342, 5343, 5344, 5365, 5369, 5373, 5375, 5382, 5493, 5499, 5500, 5501, 5503, 5568, 5602, 5603, 5605, 5607, 5628, 5649, 5650, 5655, 5670, 5729, 5731, 5732, 5734, 5735, 5749, 5751, 5752, 5759, 5768, 5772, 5846, 5849, 5850, 5853, 5854, 5855, 5856, 5858, 5864, 5873, 5876, 5880, 5883, 5884, 5885, 5886, 5888, 5889, 5890, 5891, 5893, 5894, 5900, 5903, 5904, 5944, 5949, 5954, 5960, 5962, 5967, 5988, 5993, 6003, 6039, 6045, 6054, 6065, 6100, 6108, 6120, 6127, 6159, 6189, 6209, 6210, 6211, 6212, 6223, 6225, 6227, 6228, 6229, 6232, 6234, 6237, 6238, 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8172, 8180, 8319, 8395, 8421, 8423, 8464, 8528, 8553, 8619, 8632, 8645, 8646, 8647, 8648, 8649, 8656, 8662, 8673, 8674, 8690, 8704, 8808, 8811, 8815, 8817, 8819, 8829, 8839, 8851, 8855, 8868, 8877, 8878, 8963, 8968, 8971, 8980, 8987, 8989, 9105, 9209, 9220, 9268, 9274, 9291, 9317, 9324, 9327, 9402, 9412, 9416, 9489, 9521, 9527, 9528, 9547, 9552, 9553, 9578, 9583, 9591, 9595, 9598, 9601, 9622, 9630, 9674, 9829, 9857, 9864, 9887, 9888, 9925, 9926, 9934, 10248, 10249, 10253, 10264, 10271, 10374, 10375, 10376, 10377, 10381, 10382, 10383, 10390, 10407, 10408, 10409, 10410, 10421, 10422, 10423, 10425, 10426, 10427, 10428, 10431, 10436, 10440, 10441, 10442, 10443, 10444, 10446, 10448, 10449, 10452, 10454, 10455, 10456, 10458, 10462, 10467, 10468, 10558, 10584, 10586, 10588, 10590, 10593, 10594, 10601, 10604, 10606, 10613, 10615, 10616, 10617, 10648, 10737, 10738, 10739, 10740, 10742, 10745, 10746, 10747, 10750, 10753, 10756, 10757, 10758, 10759, 10763, 10767, 10844, 10847, 10863, 10875, 10880, 10884, 10885, 10886, 10955, 10965, 11035, 11038, 11054, 11060, 11091, 11189, 11193, 11194, 11195, 11197, 11207, 11213, 11219, 11237, 11238, 11248, 11293, 11426, 11427, 11432, 11436, 11441, 11444, 11453, 11454, 11456, 11474, 11476, 11484, 11602, 11603, 11606, 11611, 11613, 11621, 11623, 11625, 11634, 11637, 11640, 11654, 11668, 11680, 11684, 11688, 11692, 11698, 11702, 11709, 11711, 11721, 11737, 11741, 11770, 11786, 11804, 11831, 11840, 11849, 11864, 11884, 11885, 11887, 11898, 11900, 11901, 11902, 11906, 11908, 11910, 11912, 11920, 11921, 11922, 11923, 11924, 11940, 11947, 11955, 11959, 11971, 11981, 11982, 11993, 11995, 11996, 11997, 11999, 12008, 12011, 12012, 12014, 12015, 12016, 12018, 12019, 12020, 12023, 12027, 12030, 12032, 12035, 12037, 12040, 12042, 12043, 12048, 12050, 12051, 12052, 12059, 12060, 12065, 12066, 12070, 12073, 12081, 12082, 12083, 12164, 12175, 12182, 12184, 12185, 12186, 12188, 12189, 12190, 12191, 12192, 12193, 12200, 12201, 12203, 12206, 12213, 12214, 12215, 12220, 12221, 12222, 12223, 12225, 12226, 12242, 12257, 12260, 12278, 12319, 12332, 12354, 12358, 12375, 12376, 12377, 12382, 12383, 12384, 12385, 12386, 12393, 12408, 12409, 12410, 12411, 12430, 12514, 12526, 12530, 12616, 12675, 12676, 12677, 12712, 12769, 12770, 12771, 12772, 12774, 12775, 12779, 12782, 12787, 12791, 12792, 12795, 12796, 12800, 12802, 12804, 12805, 12948, 12949, 12952, 12966, 12997, 13006, 13025, 13066, 13071, 13085, 13120, 13123, 13124, 13142, 13158, 13161, 13168, 13228, 13296, 13318, 13398, 13461, 13463, 13469, 13472, 13478, 13484, 13485, 13488, 13501, 13509, 13514, 13522, 13532, 13535, 13537, 13547, 13552, 13554, 13561, 13570, 13571, 13615, 13643, 13672, 13674, 13681, 13696, 13704, 13707, 13721, 13737, 13784, 13785, 13798, 13815, 13818, 13826, 13837, 13896, 13897, 13899, 13901, 13904, 13913, 13921, 13993, 13994, 13995, 14002, 14003, 14007, 14008, 14015, 14020, 14022, 14024, 14025, 14029, 14036, 14037, 14041, 14042, 14043, 14047, 14054, 14071, 14087, 14092, 14096, 14097, 14114, 14124, 14126, 14138, 14143, 14145, 14256, 14275, 14335, 14379, 14395, 14396, 14397, 14404, 14407, 14549, 14599, 14610, 14687, 14701, 14708, 14711, 14712, 14713, 14747, 14766, 14769, 14773, 14785, 14795, 14819, 14820, 14823, 14826, 14835, 14838, 14840, 14841, 14843, 14850, 14876, 14897, 15100, 15151, 15152, 15156, 15167, 15169, 15172, 15185, 15188, 15240, 15241, 15258, 15302, 15304, 15313, 15317, 15318, 15329, 15330, 15331, 15334, 15356, 15362, 15411, 15414, 15439, 15440, 15441, 15443, 15444, 15445, 15446, 15447, 15448, 15456, 15461, 15464, 15467, 15468, 15470, 15471, 15478, 15480, 15486, 15489, 15500, 15509, 15511, 15515, 15516, 15518, 15520, 15521, 15524, 15527, 15531, 15534, 15535, 15544, 15564, 15596, 15610, 15617, 15618, 15619, 15638, 15666, 15668, 15688, 15689, 15690, 15697, 15700, 15701, 15702, 15707, 15711, 15712, 15714, 15715, 15717, 15718, 15719, 15722, 15726, 15728, 15735, 15737, 15740, 15742, 15747, 15767, 15773, 15774, 15775, 15776, 15778, 15782, 15792, 15800, 15821, 15825, 15836, 15848, 15852, 15893, 15919, 15937, 15941, 15950, 15980, 16082, 16099, 16100, 16103, 16125, 16148, 16165, 16170, 16184, 16191, 16203, 16205, 16214, 16292, 16300, 16311, 16313, 16314, 16316, 16318, 16321, 16327, 16329, 16331, 16332, 16339, 16437, 16443, 16461, 16483, 16484, 16485, 16493, 16497, 16501, 16502, 16515, 16516, 16517, 16528, 16606, 16702, 16732, 16750, 16763, 16806, 16824, 16860, 17131, 17141, 17209, 17215, 17269, 17273, 17304, 17308, 17309, 17334, 17360, 17380, 17395, 17402, 17405, 17424, 17462, 17466, 17479, 17480, 17481, 17486, 17488, 17492, 17494, 17495, 17497, 17498, 17501, 17506, 17507, 17508, 17509, 17510, 17518, 17533, 17534, 17535, 17536, 17537, 17548, 17569, 17632, 17645, 17646, 17647, 17649, 17654, 17689, 17690, 17719, 17748, 17785, 17846, 17965, 17966, 17969, 17971, 17973, 17976, 17978, 17982, 17987, 17988, 17989, 17993, 18294, 18300, 18302, 18314, 18327, 18341, 18343, 18345, 18351, 18355, 18358, 18361, 18365, 18374, 18393, 18394, 18396, 18400, 18405, 18414, 18415, 18416, 18422, 18423, 18424, 18429, 18432, 18438, 18443, 18447, 18448, 18449, 18450, 18537, 18540, 18626, 18680, 18683, 18686, 18723, 18750, 18827, 18829, 18835, 18839, 18843, 18854, 18856, 18857, 18867, 18898, 18899, 18929, 18999, 19017, 19032, 19044, 19050, 19068, 19148, 19262, 19278, 19293, 19301, 19342, 19345, 19346, 19349, 19351, 19353, 19357, 19367, 19368, 19369, 19373, 19375, 19379, 19384, 19385, 19386, 19387, 19395, 19396, 19430, 19488, 19489, 19490, 19496, 19498, 19506, 19507, 19521, 19580, 19588, 19600, 19601, 19617, 19620, 19637, 19638, 19639, 19652, 19654, 19655, 19656, 19657, 19662, 19663, 19664, 19665, 19673, 19676, 19678, 19681, 19683, 19684, 19687, 19688, 19693, 19696, 19699, 19758, 19761, 19763, 19766, 19767, 19768, 19770, 19782, 19783, 19787, 19798, 19816, 19818, 19824, 19842, 19843, 19844, 19852, 19856, 19857, 19858, 19860, 19861, 19865, 19867, 19872, 19876, 19881, 19939, 19940, 19946, 19951, 19954, 19975, 19976, 19998, 20011, 20179, 20180, 20182, 20185, 20187, 20188, 20200, 20210, 20290, 20291, 20298, 20300, 20308, 20313, 20320, 20328, 20329, 20330, 20331, 20332, 20342, 20343, 20346, 20347, 20349, 20351, 20354, 20355, 20361, 20362, 20368, 20373, 20466, 20488, 20501, 20550, 20556, 20559, 20573, 20579, 20584, 20646, 20647, 20648, 20649, 20658, 20662, 20663, 20677, 20679, 20680, 20681, 20743, 20756, 20789, 20792, 20794, 20795, 20796, 20797, 20799, 20800, 20801, 20803, 20804, 20807, 20810, 20814, 20816, 20818, 20819, 20822, 20823, 20825, 20871, 20895, 20896, 20897, 20898, 20899, 20900, 20901, 20903, 20904, 20905, 20906, 20909, 20912, 20916, 20917, 20919, 20921, 20922, 20926, 20927, 20928, 20930, 20931, 20938, 20939, 21010, 21011, 21012, 21013, 21014, 21015, 21016, 21018, 21019, 21020, 21024, 21033, 21034, 21036, 21040, 21047, 21102, 21105, 21107, 21108, 21121, 21124, 21130, 21133, 21137, 21143, 21148, 21149, 21156, 21157, 21160, 21164, 21165, 21171, 21172, 21185, 21193, 21199, 21204, 21220, 21229, 21252, 21256, 21258, 21385, 21418, 21461, 21466, 21468, 21471, 21485, 21519, 21530, 21531, 21532, 21534, 21536, 21540, 21542, 21544, 21548, 21549, 21550, 21552, 21555, 21559, 21562, 21564, 21652, 21667, 21668, 21669, 21670, 21680, 21685, 21736, 21758, 21760, 21762, 21763, 21764, 21766, 21783, 21784, 21794, 21801, 21802, 21803, 21804, 21806, 21867, 22087, 22089, 22093, 22102, 22103, 22104, 22105, 22110, 22118, 22119, 22121, 22122, 22125, 22134, 22136, 22183, 22213, 22235, 22247, 22250, 22271, 22272, 22277, 22278, 22287, 22290, 22292, 22293, 22294, 22295, 22298, 22299, 22300, 22301, 22302, 22303, 22305, 22310, 22313, 22316, 22317, 22318, 22320, 22342, 22441, 22442, 22458, 22464, 22465, 22467, 22468, 22469, 22471, 22472, 22479, 22480, 22491, 22507, 22523, 22570, 22577, 22578, 22592, 22600, 22602, 22603, 22604, 22606, 22607, 22608, 22609, 22618, 22623, 22624, 22627, 22628, 22632, 22639, 22644, 22645, 22646, 22666, 22668, 22673, 22804, 22845, 22912, 22969, 22979, 22998, 22999, 23014, 23017, 23018, 23020, 23021, 23023, 23024, 23027, 23031, 23037, 23039, 23043, 23046, 23051, 23053, 23055, 23097, 23130, 23139, 23160, 23169, 23202, 23393, 23459, 23470, 23472, 23547, 23555, 23572, 23575, 23576, 23589, 23598, 23599, 23672, 23674, 23675, 23676, 23677, 23678, 23681, 23683, 23686, 23690, 23691, 23700, 23702, 23703, 23704, 23705, 23706, 23707, 23708, 23711, 23712, 23713, 23714, 23721, 23724, 23725, 23726, 23727, 23728, 23729, 23730, 23731, 23732, 23733, 23735, 23740, 23743, 23744, 23745, 23749, 23751, 23754, 23757, 23760, 23764, 23771, 23773, 23774, 23782, 23787, 23801, 23803, 23805, 23806, 23808, 23814, 23817, 23818, 23819, 23821, 23822, 23824, 23828, 23833, 23977, 23978, 23979, 23980, 23981, 23983, 23984, 23986, 23991, 23997, 24000, 24002, 24003, 24007, 24008, 24009, 24011, 24013, 24016, 24018, 24024, 24025, 24031, 24032, 24039, 24053, 24066, 24067, 24068, 24183, 24209, 24210, 24219, 24222, 24223, 24224, 24231, 24242, 24255, 24269, 24354, 24386, 24399, 24404, 24407, 24413, 24414, 24415, 24416, 24425, 24532, 24536, 24537, 24539, 24548, 24577, 24724, 24758, 24782, 24793, 24794, 24808, 24811, 24819, 24821, 24832, 24833, 24834, 24835, 24838, 24839, 24840, 24841, 24847, 24850, 24852, 24855, 24858, 24862, 24866, 24870, 24872, 24873, 24881, 24893, 24897, 24924, 24962, 24986, 24997, 24998, 25001, 25007, 25026, 25047, 25111, 25117, 25140, 25157, 25170, 25175, 25178, 25188, 25194, 25204, 25211, 25214, 25215, 25222, 25224, 25226, 25227, 25228, 25265, 25267, 25276, 25278, 25289, 25290, 25310, 25313, 25319, 25325, 25382, 25398, 25405, 25416, 25426, 25441, 25445, 25446, 25448, 25450, 25500, 25547, 25560, 25594, 25628, 25630, 25631, 25633, 25635, 25638, 25640, 25645, 25649, 25654, 25655, 25689, 25789, 25799, 25800, 25801, 25803, 25807, 25809, 25814, 25815, 25817, 25861, 25867, 25869, 25885, 25895, 25897, 25898, 25899, 25900, 25907, 25911, 25914, 25915, 25919, 25924, 25926, 25927, 25928, 25930, 25933, 25936, 25937, 25978, 26059, 26061, 26065, 26067, 26070, 26120, 26125, 26126, 26138, 26144, 26186, 26209, 26210, 26212, 26217, 26228, 26230, 26234, 26253, 26254, 26264, 26265, 26266, 26267, 26283, 26318, 26363, 26421, 26424, 26425, 26443, 26449, 26451, 26469, 26525, 26527, 26529, 26530, 26531, 26534, 26535, 26543, 26547, 26549, 26557, 26559, 26569, 26574, 26589, 26614, 26623, 26649, 26651, 26690, 26698, 26700, 26725, 26729, 26807, 26811, 26883, 26903, 26906, 26915, 26928, 26931, 26938, 26939, 26940, 26941, 26942, 26949, 26968, 26969, 26971, 26972, 26973, 26974, 26975, 26976, 26995, 27000, 27002, 27003, 27010, 27025, 27026, 27053, 27058, 27088, 27146, 27155, 27159, 27236, 27263, 27283, 27284, 27285, 27286, 27287, 27288, 27291, 27292, 27296, 27299, 27301, 27302, 27306, 27311, 27318, 27320, 27324, 27325, 27330, 27338, 27342, 27343, 27344, 27345, 27346, 27347, 27348, 27350, 27351, 27352, 27357, 27363, 27364, 27367, 27369, 27370, 27371, 27373, 27381, 27383, 27449, 27525, 27545, 27547, 27567, 27578, 27584, 27594, 27600, 27601, 27604, 27657, 27663, 27669, 27697, 27855, 27888, 27889, 27890, 27891, 27907, 27953, 27955, 27973, 28003, 28077, 28193, 28195, 28196, 28197, 28198, 28199, 28208, 28211, 28214, 28217, 28220, 28221, 28222, 28225, 28227, 28231, 28234, 28240, 28245, 28246, 28248, 28249, 28252, 28258, 28263, 28267, 28280, 28315, 28317, 28343, 28344, 28345, 28385, 28482, 28488, 28539, 28568, 28570, 28578, 28584, 28588, 28591, 28595, 28598, 28605, 28608, 28623, 28635, 28641, 28642, 28643, 28644, 28650, 28664, 28673, 28689, 28690, 28700, 28709, 28710, 28719, 28720, 28721, 28722, 28723, 28724, 28725, 28730, 28740, 28745, 28746, 28747, 28751, 28756, 28757, 28759, 28760, 28762, 28765, 28767, 28771, 28774, 28777, 28780, 28788, 28815, 28843, 28844, 28845, 28856, 28862, 28866, 28892, 28893, 28906, 28907, 28911, 28913, 28914, 28915, 28916, 28917, 28918, 28936, 29027, 29053, 29061, 29070, 29076, 29078, 29084, 29098, 29099, 29117, 29125, 29127, 29129, 29130, 29131, 29132, 29133, 29153, 29247, 29252, 29267, 29319, 29320, 29335, 29339, 29350, 29354, 29478, 29480, 29484, 29500, 29505, 29507, 29525, 29558, 29607, 29630, 29682, 29826, 29918, 30029, 30068, 30095, 30100, 30126, 30141, 30158, 30178, 30299, 30311, 30312, 30313, 30314, 30315, 30316, 30319, 30320, 30326, 30334, 30335, 30336, 30339, 30342, 30344, 30345, 30349, 30353, 30389, 30465, 30471, 30473, 30474, 30481, 30486, 30503, 30507, 30673, 30676, 30677, 30679, 30708, 30710, 30716, 30717, 30718, 30719, 30720, 30721, 30724, 30729, 30730, 30734, 30735, 30741, 30756, 30757, 30758, 30766, 30777, 30814, 30815, 30818, 30831, 30848, 30849, 30852, 30866, 30888, 30918, 30922, 30927, 30928, 30932, 30933, 30935, 30943, 30944, 30945, 30946, 30954, 30956, 30970, 31008, 31034, 31035, 31038, 31041, 31042, 31043, 31045, 31054, 31056, 31059, 31060, 31067, 31068, 31073, 31074, 31075, 31076, 31078, 31144, 31145, 31146, 31147, 31148, 31149, 31150, 31151, 31167, 31170, 31173, 31177, 31182, 31186, 31324, 31358, 31363, 31368, 31369, 31373, 31380, 31566, 31639, 31660, 31685, 31686, 31687, 31689, 31694, 31706, 31711, 31712, 31722, 31731, 31743, 31767, 31783, 31843, 31844, 31890, 31996, 31998, 32003, 32005, 32009, 32013, 32044, 32051, 32053, 32055, 32063, 32068, 32075, 32079, 32158, 32160, 32162, 32164, 32166, 32167, 32171, 32173, 32176, 32182, 32183, 32203, 32209, 32231, 32247, 32263, 32319, 32332, 32337, 32352, 32368, 32380, 32382, 32398, 32411, 32415, 32421, 32429, 32430, 32431, 32435, 32436, 32437, 32438, 32439, 32440, 32441, 32442, 32457, 32459, 32461, 32463, 32467, 32472, 32481, 32484, 32497, 32498, 32499, 32500, 32501, 32502, 32503, 32504, 32505, 32510, 32522, 32527, 32535, 32539, 32564, 32603, 32608, 32634, 32723, 32776, 32777, 32779, 32783, 32784, 32785, 32789, 32795, 32796, 32798, 32820, 32909, 32910, 32911, 32914, 32915, 32919, 32922, 32927, 32928, 32929, 32930, 32932, 32938, 32939, 32943, 32946, 32949, 32955, 32960, 32964, 32966, 32967, 32970, 32974, 32978, 32980, 32989, 33015, 33017, 33043, 33079, 33103, 33114, 33122, 33127, 33132, 33140, 33162, 33171, 33179, 33223, 33227, 33228, 33232, 33235, 33246, 33250, 33253, 33258, 33266, 33269, 33270, 33272, 33276, 33280, 33351, 33359, 33371, 33375, 33376, 33377, 33379, 33380, 33382, 33385, 33386, 33387, 33388, 33390, 33394, 33399, 33400, 33401, 33407, 33408, 33410, 33439, 33474, 33511, 33565, 33574, 33579, 33599, 33610, 33613, 33624, 33659, 33662, 33665, 33676, 33689, 33786, 33802, 33821, 33828, 33831, 33832, 33878, 33926, 33927, 34098, 34103, 34125, 34128, 34131, 34132, 34133, 34135, 34138, 34140, 34142, 34143, 34146, 34147, 34151, 34152, 34154, 34155, 34157, 34158, 34159, 34355, 34443, 34473, 34474, 34475, 34476, 34477, 34478, 34479, 34482, 34486, 34492, 34495, 34496, 34499, 34502, 34504, 34513, 34556, 34557, 34577, 34579, 34586, 34587, 34588, 34592, 34611, 34612, 34613, 34614, 34615, 34621, 34622, 34632, 34634, 34635, 34636, 34637, 34638, 34642, 34650, 34686, 34713, 34715, 34716, 34718, 34723, 34731, 34732, 34735, 34736, 34738, 34739, 34740, 34741, 34743, 34753, 34756, 34757, 34762, 34766, 34767, 34768, 34770, 34771, 34780, 34784, 34787, 34841, 34843, 34846, 34849, 34852, 34862, 34863, 34864, 34865, 34888, 34980, 34988, 34996, 35097, 35111, 35232, 35236, 35238, 35241, 35279, 35360, 35417, 35433, 35439, 35447, 35468, 35480, 35481, 35542, 35623, 35642, 35643, 35657, 35659, 35662, 35663, 35666, 35667, 35678, 35743, 35748, 35751, 35761, 35775, 35923, 35924, 35925, 35926, 35928, 35929, 35931, 35934, 35935, 35936, 35938, 35939, 35941, 35942, 35943, 35946, 36001, 36024, 36046, 36049, 36050, 36052, 36054, 36055, 36057, 36059, 36061, 36072, 36075, 36077, 36078, 36084, 36094, 36117, 36149, 36235, 36241, 36242, 36244, 36248, 36254, 36257, 36258, 36259, 36260, 36261, 36262, 36263, 36270, 36272, 36311, 36367, 36369, 36371, 36390, 36402, 36417, 36418, 36419, 36420, 36423, 36427, 36428, 36431, 36432, 36435, 36436, 36438, 36439, 36442, 36443, 36445, 36446, 36447, 36448, 36452, 36453, 36460, 36464, 36467, 36468, 36469, 36472, 36473, 36479, 36494, 36504, 36634, 36723, 36751, 36769, 36787, 36788, 36790, 36791, 36795, 36799, 36803, 36804, 36805, 36807, 36808, 36811, 36812, 36813, 36815, 36820, 36825, 36826, 36827, 36829, 36830, 36831, 36832, 36834, 36987, 37004, 37012, 37027, 37034, 37055, 37064, 37065, 37074, 37131, 37133, 37139, 37142, 37200, 37201, 37202, 37203, 37204, 37205, 37206, 37208, 37209, 37211, 37215, 37217, 37218, 37219, 37229, 37230, 37231, 37232, 37233, 37234, 37235, 37236, 37238, 37248, 37249, 37250, 37267, 37344, 37350, 37355, 37356, 37359, 37361, 37379, 37413, 37425, 37448, 37452, 37458, 37459, 37460, 37463, 37464, 37465, 37467, 37470, 37473, 37479, 37480, 37481, 37487, 37489, 37490, 37497, 37500, 37503, 37511, 37513, 37517, 37520, 37525, 37526, 37530, 37535, 37537, 37546, 37553, 37554, 37555, 37563, 37564, 37565, 37566, 37567, 37568, 37581, 37582, 37641, 37659, 37722, 37729, 37742, 37755, 37757, 37788, 37791, 37808, 37811, 37813, 37814, 37822, 37847, 37848, 37869, 37872, 37884, 37888, 37900, 37924, 37936, 37938, 37939, 37940, 37946, 37947, 37954, 37962, 37964, 37965, 37966, 37967, 37970, 37971, 37972, 37987, 38011, 38082, 38097, 38100, 38104, 38107, 38111, 38115, 38116, 38117, 38118, 38121, 38131, 38184, 38185, 38195, 38211, 38297, 38310, 38311, 38314, 38347, 38351, 38353, 38354, 38363, 38379, 38415, 38416, 38449, 38462, 38475, 38480, 38482, 38495, 38499, 38514, 38515, 38542, 38546, 38547, 38549, 38573, 38575, 38594, 38640, 38673, 38694, 38701, 38710, 38718, 38737, 38739, 38740, 38755, 38767, 38770, 38775, 38779, 38781, 38795, 38796, 38806, 38813, 38829, 38833, 38864, 38879, 38892, 38896, 38908, 38914, 38919, 38936, 38946, 38951, 38956, 38958, 38959, 38964, 38965, 38974, 38977, 38980, 38981, 38983, 38998, 39001, 39010, 39011, 39022, 39029, 39032, 39034, 39039, 39040, 39044, 39049, 39053, 39054, 39063, 39064, 39174, 39176, 39177, 39187, 39203, 39204, 39205, 39206, 39207, 39223, 39224, 39253, 39367, 39409, 39426, 39430, 39533, 39534, 39536, 39538, 39541, 39542, 39543, 39545, 39547, 39551, 39557, 39561, 39562, 39563, 39564, 39566, 39569, 39570, 39574, 39576, 39666, 39697, 39703, 39763, 39894, 39897, 39898, 39902, 39904, 39906, 39907, 39910, 39912, 39914, 39923, 39925, 39927, 39928, 39931, 39933, 39938, 39948, 39956, 39977, 39986, 39990, 39991, 39992, 39994, 39998, 40004, 40008, 40013, 40029, 40030, 40045, 40047, 40048, 40049, 40051, 40054, 40064, 40066, 40075, 40076, 40081, 40088, 40090, 40093, 40096, 40099, 40111, 40188, 40197, 40200, 40202, 40302, 40379, 40380, 40479, 40568, 40573, 40581, 40590, 40598, 40599, 40601, 40615, 40624, 40634, 40637, 40640, 40641, 40661, 40662, 40664, 40666, 40686, 40687, 40688, 40689, 40690, 40691, 40695, 40697, 40706, 40709, 40710, 40711, 40712, 40713, 40715, 40716, 40718, 40725, 40729, 40755, 40786, 40814, 40872, 40884, 40950, 40958, 40963, 40968, 40978, 40983, 40987, 40989, 40990, 40995, 41002, 41003, 41006, 41009, 41012, 41019, 41029, 41053, 41124, 41161, 41315, 41336, 41342, 41345, 41346, 41348, 41367, 41380, 41393, 41416, 41421, 41474, 41476, 41477, 41478, 41479, 41481, 41485, 41486, 41487, 41495, 41497, 41499, 41500, 41501, 41512, 41513, 41515, 41521, 41522, 41523, 41528, 41529, 41533, 41541, 41543, 41551, 41559, 41565, 41568, 41571, 41574, 41575, 41576, 41577, 41586, 41588, 41596, 41598, 41612, 41640, 41650, 41679, 41728, 41751, 41789, 41791, 41798, 41801, 41802, 41812, 41815, 41816, 41819, 41820, 41822, 41827, 41828, 41833, 41836, 41838, 41842, 41844, 41862, 41866, 41867, 41868, 41869, 41887, 41889, 41950, 41975, 41987, 41988, 41996, 41999, 42000, 42012, 42013, 42020, 42028, 42031, 42032, 42033, 42034, 42038, 42046, 42047, 42048, 42049, 42050, 42051, 42062, 42063, 42069, 42071, 42072, 42074, 42078, 42088, 42096, 42104, 42105, 42106, 42107, 42108, 42123, 42155, 42156, 42160, 42162, 42169, 42170, 42171, 42176, 42179, 42187, 42188, 42189, 42193, 42201, 42208, 42209, 42242, 42251, 42253, 42258, 42259, 42264, 42281, 42293, 42329, 42331, 42334, 42335, 42337, 42344, 42345, 42352, 42354, 42355, 42358, 42387, 42439, 42442, 42443, 42446, 42447, 42455, 42462, 42466, 42468, 42469, 42481, 42484, 42486, 42547, 42548, 42549, 42550, 42553, 42556, 42561, 42575, 42578, 42579, 42587, 42636, 42655, 42656, 42664, 42671, 42679, 42680, 42681, 42682, 42689, 42701, 42703, 42704, 42708, 42709, 42713, 42714, 42715, 42716, 42718, 42719, 42720, 42760, 42761, 42762, 42763, 42764, 42773, 42781, 42784, 42790, 42792, 42794, 42798, 42821, 42938, 42946, 42958, 43028, 43029, 43043, 43044, 43045, 43047, 43052, 43098, 43113, 43119, 43140, 43141, 43195, 43197, 43200, 43209, 43225, 43234, 43238, 43239, 43240, 43241, 43248, 43252, 43256, 43260, 43271, 43363, 43395, 43409, 43443, 43455, 43497, 43507, 43508, 43509, 43510, 43513, 43514, 43521, 43523, 43525, 43529, 43530, 43532, 43534, 43536, 43538, 43540, 43541, 43542, 43549, 43562, 43567, 43616, 43618, 43619, 43620, 43628, 43632, 43636, 43649, 43654, 43655, 43656, 43657, 43658, 43659, 43661, 43667, 43719, 43720, 43721, 43725, 43726, 43727, 43728, 43729, 43731, 43732, 43736, 43738, 43746, 43747, 43748, 43749, 43750, 43752, 43756, 43758, 43779, 43797, 43798, 43799, 43802, 43808, 43810, 43817, 43820, 43826, 43828, 43829, 43830, 43831, 43832, 43833, 43835, 43836, 43856, 43857, 43861, 43876, 43877, 43878, 43880, 43882, 43886, 43892, 43895, 43971, 43973, 43984, 43988, 44000, 44005, 44029, 44040, 44069, 44076, 44088, 44094, 44139, 44144, 44147, 44149, 44153, 44154, 44167, 44207, 44213, 44214, 44216, 44223, 44228, 44239, 44242, 44244, 44245, 44246, 44248, 44252, 44255, 44257, 44290, 44329, 44330, 44510, 44562, 44565, 44634, 44933, 44938, 44941, 44948, 44980, 44987, 45001, 45002, 45024, 45029, 45041, 45042, 45044, 45045, 45047, 45053, 45063, 45088, 45090, 45092, 45093, 45173, 45235, 45236, 45245, 45252, 45253, 45260, 45265, 45329, 45330, 45402, 45422, 45437, 45443, 45496, 45500, 45501, 45502, 45507, 45508, 45509, 45513, 45516, 45517, 45518, 45519, 45523, 45531, 45532, 45537, 45538, 45539, 45540, 45552, 45553, 45560, 45576, 45581, 45600, 45601, 45781, 45784, 45785, 45787, 45792, 45793, 45794, 45795, 45796, 45798, 45799, 45803, 45804, 45810, 45811, 45814, 45822, 45823, 45824, 45825, 45828, 45830, 45831, 45850, 45861, 45865, 45867, 45879, 45889, 45890, 45902, 45903, 45910, 45913, 45914, 45921, 45930, 45932, 45933, 45940, 45945, 45952, 45961, 45962, 45963, 45966, 45967, 45971, 45977, 45979, 45988, 45994, 46001, 46013, 46043, 46072, 46073, 46074, 46075, 46076, 46078, 46079, 46087, 46093, 46094, 46096, 46098, 46099, 46102, 46107, 46119, 46124, 46128, 46131, 46137, 46142, 46144, 46146, 46176, 46214, 46264, 46307, 46315, 46379, 46414, 46415, 46427, 46450, 46473, 46497, 46498, 46499, 46500, 46501, 46504, 46505, 46506, 46507, 46512, 46518, 46521, 46522, 46527, 46533, 46539, 46580, 46597, 46605, 46704, 46749, 46762, 46767, 46768, 46769, 46776, 46789, 46793, 46797, 46816, 46821, 46822, 46823, 46824, 46830, 46940, 46941, 46942, 46943, 46944, 46952, 46962, 46967, 46968, 46972, 46978, 46987, 47017, 47036, 47041, 47043, 47044, 47049, 47080, 47147, 47151, 47222, 47223, 47225, 47226, 47233, 47239, 47249, 47250, 47251, 47287, 47353, 47377, 47518, 47560, 47561, 47564, 47573, 47580, 47586, 47588, 47589, 47597, 47605, 47616, 47637, 47641, 47642, 47643, 47645, 47646, 47659, 47662, 47667, 47676, 47677, 47724, 47741, 47745, 47746, 47747, 47748, 47749, 47755, 47757, 47764, 47765, 47766, 47772, 47773, 47775, 47776, 47780, 47789, 47796, 47797, 47799, 47804, 47810, 47812, 47815, 47818, 47823, 47825, 47830, 47833, 47846, 47926, 47932, 47954, 47971, 47976, 47980, 48005, 48006, 48007, 48008, 48009, 48018, 48035, 48076, 48078, 48079, 48084, 48087, 48090, 48094, 48095, 48169, 48189, 48323, 48344, 48357, 48363, 48365, 48366, 48367, 48377, 48388, 48389, 48390, 48400, 48402, 48413, 48422, 48424, 48432, 48435, 48436, 48439, 48440, 48441, 48442, 48451, 48455, 48456, 48459, 48465, 48466, 48558, 48560, 48565, 48567, 48580, 48581, 48598, 48606, 48652, 48661, 48684, 48701, 48704, 48717, 48721, 48731, 48735, 48759]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN eos\n",
      "[5, 1205, 1610, 1721, 1953, 2219, 2224, 2299, 2380, 2409, 2427, 2450, 2586, 2638, 2845, 3382, 3830, 4129, 4775, 4796, 4807, 4841, 4914, 4928, 5023, 5024, 5031, 5037, 5050, 5386, 5414, 6111, 6629, 7900, 8007, 8121, 8138, 8144, 8152, 8316, 8604, 9944, 10585, 10592, 10605, 10607, 10614, 10852, 10858, 10887, 11052, 11428, 12007, 12049, 12170, 12234, 13685, 13691, 13705, 14400, 14416, 14815, 14822, 14824, 14828, 15171, 15514, 15685, 15885, 15987, 16033, 16104, 16112, 16123, 16127, 16186, 16420, 16444, 17504, 17529, 17531, 18160, 18709, 18869, 18897, 19124, 19128, 19689, 19705, 19707, 19713, 19720, 19736, 19746, 20025, 20068, 21150, 21192, 21819, 22774, 22780, 23384, 23390, 23391, 23392, 23395, 23399, 23401, 23417, 23820, 23832, 24753, 25469, 26455, 26457, 26481, 26705, 26977, 27310, 27332, 27503, 27521, 27893, 27961, 28489, 28778, 29325, 29327, 29337, 29340, 29343, 29348, 29497, 30332, 30337, 30821, 30822, 30850, 31037, 31713, 32035, 32204, 32495, 33092, 33167, 33361, 33384, 33506, 33588, 33694, 34070, 34480, 34501, 34511, 34616, 34719, 34722, 34724, 34727, 34802, 36759, 37237, 37478, 37510, 37534, 37787, 37812, 38214, 38441, 39186, 39191, 39208, 39830, 40020, 40608, 40694, 40727, 40866, 40898, 41065, 41727, 41853, 41997, 42019, 42029, 42229, 42333, 42347, 42683, 42686, 42692, 42695, 42696, 42721, 42722, 43107, 43111, 43154, 43801, 43804, 43805, 43813, 43814, 43949, 43950, 43952, 43980, 43982, 43983, 43986, 44001, 44006, 44103, 44979, 45013, 45232, 45233, 45240, 45251, 45256, 45258, 45267, 45385, 45411, 45520, 45533, 45550, 45568, 45729, 45938, 46019, 46042, 46114, 46120, 46121, 46126, 46147, 46904, 47061, 47075, 47076, 47163, 47177, 47360, 47671, 47793, 47800, 47801, 47802, 47814, 47816, 47826, 47827, 47828, 47829, 48416, 48445, 48450, 48462]\n",
      "\n",
      "DT NN VBZ VBG NNS eos\n",
      "[7, 39, 61, 65, 131, 221, 255, 465, 498, 561, 606, 614, 632, 645, 649, 684, 698, 715, 717, 727, 728, 744, 745, 763, 778, 799, 809, 828, 865, 927, 945, 958, 1071, 1226, 1227, 1229, 1230, 1247, 1275, 1277, 1298, 1308, 1517, 1518, 1519, 1524, 1528, 1530, 1536, 1537, 1549, 1551, 1563, 1606, 1609, 1617, 1631, 1677, 1769, 1787, 1789, 1791, 1797, 1912, 1917, 1922, 1924, 1928, 1929, 1932, 1944, 1947, 1962, 1966, 1987, 1989, 2002, 2051, 2085, 2095, 2099, 2109, 2117, 2121, 2122, 2125, 2132, 2134, 2143, 2149, 2159, 2170, 2180, 2183, 2189, 2202, 2205, 2215, 2232, 2253, 2270, 2362, 2371, 2383, 2385, 2388, 2389, 2407, 2408, 2428, 2445, 2778, 2993, 3231, 3403, 3527, 3531, 3544, 3548, 3561, 3687, 3692, 3704, 3719, 3729, 3748, 3749, 3755, 3765, 4953, 4972, 4994, 5496, 5515, 5521, 5524, 5525, 5529, 5590, 5797, 5799, 5916, 5918, 5924, 5935, 6052, 6055, 6059, 6061, 6076, 6077, 6125, 6133, 6150, 6356, 6432, 6433, 6451, 6452, 6453, 6454, 6455, 6456, 6968, 7090, 7252, 7381, 7606, 7626, 7630, 7631, 7632, 7634, 8332, 8595, 8697, 9224, 9548, 9563, 9623, 9631, 9633, 9641, 9647, 10005, 10464, 10624, 10625, 10626, 10650, 10651, 11084, 11298, 11500, 11503, 11507, 11514, 11515, 11524, 11536, 11543, 11576, 11607, 11615, 11635, 11638, 11933, 11944, 11965, 11973, 12055, 12057, 12064, 12207, 12210, 12216, 12227, 12235, 12517, 12667, 12695, 12944, 13021, 13053, 13054, 13433, 13629, 13635, 13636, 13646, 13648, 13847, 13849, 13868, 13870, 13871, 13872, 13873, 14529, 14531, 14714, 14715, 14750, 14787, 14799, 14811, 14911, 14940, 15284, 15466, 15469, 15539, 15587, 15602, 15623, 15624, 15632, 15645, 15650, 15863, 16025, 16043, 16048, 16069, 16078, 16087, 16108, 16166, 16367, 16685, 16769, 17119, 17243, 17245, 17246, 17250, 17266, 17267, 17287, 17299, 17538, 17539, 17688, 17714, 17716, 17722, 17723, 17724, 17726, 17727, 17732, 17736, 17744, 17751, 17752, 17753, 17761, 18364, 18376, 18548, 18676, 18872, 19308, 19312, 19480, 19484, 19487, 19491, 19493, 19499, 19504, 19505, 19519, 19520, 19523, 19591, 19613, 19710, 20348, 20370, 20499, 20507, 21031, 21039, 21043, 21190, 21202, 21203, 21207, 21221, 21222, 21274, 21285, 21292, 21299, 21308, 21311, 21325, 21331, 21334, 21339, 21340, 21356, 21596, 21792, 21816, 21897, 22660, 23093, 23102, 23122, 23142, 23869, 23870, 23883, 24279, 24280, 24281, 24282, 24291, 24295, 24301, 24311, 24312, 24315, 24319, 24322, 24327, 24329, 24420, 24698, 24864, 25000, 25180, 25181, 25234, 25240, 25246, 25250, 25339, 25388, 25402, 25409, 25806, 25887, 26289, 26292, 26293, 26294, 26310, 26314, 26321, 26324, 26327, 26335, 26336, 26342, 26348, 26351, 26355, 26357, 26364, 26371, 26372, 26374, 26375, 26381, 26389, 26409, 26413, 26465, 26466, 26537, 26564, 26573, 26582, 26584, 26596, 26599, 26748, 26792, 26943, 27038, 27044, 27061, 27090, 27581, 27585, 27588, 27605, 27648, 27658, 27661, 27673, 27674, 27675, 27813, 27925, 28114, 28116, 28241, 28243, 28678, 28683, 28686, 28699, 28748, 28782, 28853, 28868, 29085, 29193, 29194, 29201, 29209, 29211, 29214, 29217, 29219, 29230, 29235, 29238, 29240, 29626, 29979, 29982, 30001, 30561, 30562, 30573, 30591, 30611, 30613, 30632, 30641, 30645, 30767, 30828, 31063, 31317, 31440, 31554, 31589, 31595, 31614, 31621, 31901, 32386, 32454, 32509, 32679, 32682, 32683, 32684, 32689, 32706, 32708, 32711, 32713, 32714, 32721, 32725, 33094, 33202, 33212, 33217, 33243, 33254, 33262, 33277, 33284, 33457, 33528, 33545, 33561, 33617, 33623, 33637, 33800, 33810, 33824, 33830, 33906, 33929, 33957, 33970, 34005, 34219, 34300, 34506, 34657, 34697, 34908, 34921, 34924, 34929, 34937, 34943, 34944, 34945, 34957, 35965, 36069, 36101, 37035, 37077, 37098, 37105, 37280, 37410, 37635, 37638, 37639, 37640, 37643, 37644, 37645, 37648, 37653, 37670, 37725, 37732, 37734, 37739, 37741, 37749, 37752, 38095, 38236, 38295, 38787, 38788, 38815, 38831, 38840, 38871, 38877, 38880, 38887, 38889, 38891, 38972, 38996, 39002, 39012, 39027, 39329, 39331, 39360, 39900, 39920, 39924, 39989, 40010, 40026, 40027, 40056, 40073, 40077, 40092, 40144, 40199, 40206, 40373, 40374, 40375, 40381, 40389, 40390, 40393, 40399, 40405, 40409, 40448, 40458, 40464, 40616, 40658, 40663, 40675, 41089, 41093, 41119, 41120, 41126, 41131, 41135, 41144, 41145, 41160, 41171, 41172, 41182, 41203, 41207, 41215, 41282, 41299, 41300, 41308, 41441, 41446, 41453, 41457, 41458, 41493, 41504, 41507, 41517, 41532, 41548, 41549, 41563, 41581, 41584, 41595, 41711, 41712, 41726, 41737, 41749, 41752, 41753, 41781, 41813, 41821, 42014, 42180, 42248, 42266, 42343, 42582, 42586, 42594, 42806, 42815, 42819, 42820, 42836, 42837, 42838, 42844, 42845, 42852, 42858, 43099, 43376, 43531, 43633, 43638, 43660, 43666, 43819, 43914, 44138, 44166, 44172, 44202, 44414, 44415, 44431, 44432, 44433, 44434, 44435, 44437, 44445, 44447, 44985, 44986, 44993, 45000, 45004, 45064, 45101, 45118, 45284, 45573, 45583, 45819, 45840, 45864, 45874, 45884, 45968, 45987, 45993, 45995, 46080, 46081, 46082, 46083, 46110, 46458, 46493, 46517, 46541, 46818, 46922, 47246, 47264, 47366, 47477, 47601, 47612, 47634, 47693, 47694, 47695, 47698, 47699, 47700, 47706, 47711, 47729, 47733, 47750, 47784, 47794, 48604, 48692, 48699]\n",
      "\n",
      "DT JJ NN VBZ VBG DT NN eos\n",
      "[8, 173, 300, 301, 305, 306, 307, 3179, 4021, 4023, 5294, 6219, 6248, 6637, 6639, 6653, 6675, 7652, 10417, 10434, 10736, 10748, 12196, 12197, 12208, 12231, 12232, 12780, 12788, 12794, 13145, 13160, 13854, 14050, 14540, 15306, 15307, 15309, 15323, 15324, 15337, 15340, 15341, 15344, 15453, 15465, 15665, 15695, 16921, 17318, 20337, 20338, 20352, 20910, 20911, 20937, 21529, 22190, 22291, 22636, 22669, 23645, 23894, 24027, 25283, 25906, 26190, 26197, 26222, 26431, 27313, 28205, 28212, 28226, 28786, 30745, 30749, 30963, 32159, 32165, 32175, 32180, 33437, 33447, 33486, 34123, 34124, 34126, 34139, 34149, 34153, 34601, 35092, 35225, 35944, 37341, 37343, 37345, 37346, 37348, 37349, 37353, 37977, 39033, 39055, 39062, 39539, 39572, 39886, 40646, 40743, 40761, 42191, 42758, 43431, 44262, 44333, 45790, 46549, 46599, 48433]\n",
      "\n",
      "DT JJ NN VBZ VBG IN DT NN eos\n",
      "[9, 506, 2719, 4392, 4866, 5079, 5638, 6173, 6615, 6659, 7340, 7498, 9724, 9753, 10129, 12485, 12878, 12933, 13200, 13693, 14181, 14195, 14343, 14637, 14675, 14676, 16272, 16920, 18028, 19901, 20092, 20353, 20357, 21632, 22388, 22546, 22550, 22764, 22765, 22846, 23336, 23338, 23355, 23656, 24949, 26005, 26056, 26193, 26391, 28408, 28416, 28417, 28428, 28432, 28433, 28434, 28441, 29160, 29161, 29186, 30142, 34221, 34223, 34241, 34266, 34563, 35171, 36490, 36602, 37392, 37594, 37602, 37616, 37617, 40324, 42192, 42213, 43310, 43452, 44837, 44845, 44848, 44855, 44856, 44866, 44876, 45371, 45393, 45737, 46153, 46155, 46157, 46161, 46177, 46184, 46190, 46561]\n",
      "\n",
      "DT JJ VBZ DT NN eos\n",
      "[14, 3943, 4477, 15481, 17055, 33105, 33364, 42146, 43253, 44452]\n",
      "\n",
      "DT NN NN VBG eos\n",
      "[16, 2710, 6565, 8754, 9782, 11479, 19140, 29912, 33368, 41882, 47020]\n",
      "\n",
      "DT NN VBG DT NN eos\n",
      "[21, 53, 97, 117, 124, 190, 294, 441, 595, 896, 1008, 1926, 1980, 2031, 2094, 2154, 2606, 2663, 2928, 3293, 3356, 3510, 3550, 3730, 4653, 4922, 5057, 5127, 5271, 5298, 5320, 5355, 5684, 5723, 5773, 5897, 6155, 6253, 6332, 6547, 6658, 6924, 6926, 7355, 7536, 7683, 7840, 7942, 8036, 8037, 8063, 8066, 8068, 8079, 8145, 8636, 8834, 8869, 9280, 9420, 10371, 10395, 10411, 10457, 10760, 11930, 12071, 12212, 12313, 12663, 12688, 12790, 13019, 13507, 13564, 13645, 13718, 13750, 13754, 13755, 13760, 14011, 14026, 14075, 14078, 14090, 14551, 14602, 14688, 14697, 14801, 14837, 14848, 15385, 15428, 15474, 15720, 15765, 15769, 15770, 16436, 16471, 16494, 16704, 16808, 16820, 17139, 17272, 17303, 17464, 17467, 17474, 17503, 17984, 18366, 18433, 18434, 18451, 18547, 18807, 18904, 18905, 18997, 19064, 19180, 19324, 19335, 19382, 19469, 19646, 19686, 19775, 19944, 19950, 20334, 20335, 20515, 20544, 20578, 21044, 21163, 21647, 21681, 21809, 21810, 22244, 22288, 22308, 22311, 22675, 23044, 23045, 23170, 23601, 23720, 23765, 23785, 23864, 23947, 23994, 24017, 24021, 24022, 24528, 24860, 25286, 25646, 25923, 26140, 26243, 26546, 26703, 26808, 27016, 27293, 27329, 27375, 27404, 27561, 28130, 28216, 28228, 28244, 28253, 28341, 28852, 29080, 29181, 29260, 29312, 29338, 29492, 29597, 30009, 30203, 30330, 30494, 30658, 30768, 30817, 30853, 31777, 32094, 32512, 32517, 32547, 32716, 32791, 32797, 32853, 32935, 32987, 33046, 33090, 33111, 33240, 33396, 33397, 33758, 33975, 34196, 34489, 34491, 34493, 34572, 34589, 34590, 34755, 34782, 35046, 35132, 35361, 35453, 35599, 35937, 36066, 36071, 36083, 36251, 36434, 36463, 36471, 36478, 36483, 36500, 36762, 36833, 37198, 37495, 37502, 37522, 37529, 37531, 37544, 37764, 37794, 37795, 37944, 37988, 38572, 38744, 38804, 39052, 39183, 39214, 39215, 39567, 39575, 40875, 40991, 41494, 41649, 42039, 42041, 42059, 42061, 42116, 42117, 42183, 42246, 42350, 42382, 42473, 42477, 42624, 42698, 42705, 42895, 42920, 43216, 43364, 43486, 43517, 43519, 43754, 43824, 43893, 43897, 44004, 44093, 44198, 44940, 45003, 45148, 45526, 45529, 45530, 45556, 45688, 45746, 45807, 46006, 46108, 46139, 46185, 46525, 46528, 46834, 46938, 47083, 47669, 47736, 47817, 47835, 47919, 48024, 48027, 48574, 48662, 48758]\n",
      "\n",
      "DT NN VBZ VBG NN eos\n",
      "[23, 161, 162, 172, 196, 202, 259, 264, 296, 423, 431, 435, 439, 443, 447, 451, 482, 486, 491, 508, 575, 581, 601, 607, 620, 627, 647, 650, 671, 693, 704, 707, 722, 746, 757, 764, 784, 803, 829, 832, 839, 848, 857, 917, 940, 942, 949, 968, 989, 993, 1068, 1127, 1128, 1151, 1153, 1239, 1272, 1291, 1371, 1471, 1481, 1482, 1483, 1484, 1515, 1608, 1622, 1627, 1645, 1649, 1650, 1652, 1670, 1682, 1689, 1690, 1699, 1703, 1708, 1719, 1725, 1729, 1730, 1734, 1735, 1736, 1743, 1745, 1752, 1758, 1764, 1765, 1770, 1781, 1951, 1954, 1994, 2035, 2068, 2087, 2093, 2101, 2114, 2150, 2176, 2206, 2245, 2295, 2473, 2588, 2592, 2612, 2614, 2623, 2678, 2796, 2814, 3044, 3056, 3101, 3131, 3134, 3138, 3139, 3149, 3150, 3151, 3152, 3153, 3162, 3215, 3219, 3236, 3247, 3250, 3263, 3266, 3268, 3279, 3281, 3294, 3311, 3314, 3342, 3348, 3368, 3370, 3378, 3400, 3402, 3405, 3416, 3425, 3439, 3440, 3451, 3477, 3492, 3493, 3503, 3539, 3551, 3555, 3558, 3559, 3566, 3577, 3581, 3585, 3591, 3601, 3602, 3626, 3667, 3969, 4136, 4157, 4158, 4168, 4176, 4179, 4252, 4256, 4275, 4284, 4309, 4451, 4452, 4455, 4504, 4528, 4557, 4558, 4564, 4569, 4576, 4582, 4583, 4640, 4641, 4642, 4643, 4645, 4646, 4656, 4658, 4675, 4749, 4757, 4766, 4779, 4785, 4794, 4797, 5103, 5106, 5126, 5314, 5316, 5487, 5563, 5609, 5621, 5694, 6049, 6069, 6072, 6078, 6113, 6382, 6403, 6404, 6405, 6406, 6407, 6408, 6423, 6425, 6457, 6585, 6682, 6934, 6959, 6981, 7257, 7264, 7274, 7356, 7593, 7845, 7899, 8012, 8015, 8016, 8022, 8031, 8032, 8040, 8118, 8141, 8149, 8213, 8450, 8451, 8459, 8474, 8475, 8669, 8677, 8687, 8812, 8908, 8910, 8917, 8921, 9127, 9138, 9155, 9157, 9161, 9222, 9258, 9267, 9278, 9279, 9284, 9285, 9296, 9306, 9394, 9397, 9398, 9403, 9404, 9408, 9421, 9425, 9427, 9430, 9431, 9434, 9571, 9627, 9640, 9655, 9841, 9850, 9852, 9853, 9854, 9855, 9858, 9862, 9863, 9865, 9880, 9881, 9882, 9883, 9892, 9902, 9903, 9906, 10068, 10211, 10372, 10378, 10379, 10393, 10394, 10401, 10402, 10405, 10406, 10416, 10424, 10450, 10451, 10589, 10600, 10603, 10609, 10646, 10647, 10656, 10743, 10754, 10874, 11008, 11066, 11071, 11077, 11104, 11119, 11122, 11126, 11127, 11141, 11153, 11159, 11168, 11171, 11174, 11176, 11178, 11180, 11181, 11186, 11192, 11199, 11202, 11205, 11217, 11218, 11222, 11223, 11227, 11233, 11234, 11247, 11331, 11378, 11430, 11442, 11529, 11586, 11587, 11608, 11619, 11624, 11649, 11670, 11719, 11723, 11745, 11750, 11754, 11755, 11764, 11794, 11829, 11843, 11869, 11970, 11998, 12068, 12154, 12171, 12202, 12217, 12406, 12434, 12464, 12670, 12672, 12679, 12680, 12767, 12773, 12777, 12778, 12786, 12789, 12797, 12801, 12803, 12964, 13012, 13032, 13092, 13112, 13121, 13125, 13126, 13165, 13281, 13430, 13431, 13517, 13519, 13526, 13527, 13534, 13536, 13559, 13566, 13606, 13628, 13632, 13637, 13640, 13644, 13651, 13782, 13817, 13920, 14106, 14107, 14111, 14115, 14120, 14130, 14131, 14132, 14135, 14137, 14148, 14155, 14157, 14158, 14160, 14162, 14258, 14394, 14398, 14409, 14417, 14500, 14522, 14703, 14732, 14737, 14749, 14754, 14771, 14792, 14798, 14825, 14832, 14833, 14834, 14845, 14852, 14853, 14974, 15073, 15101, 15103, 15108, 15127, 15141, 15332, 15423, 15459, 15472, 15475, 15488, 15503, 15519, 15522, 15536, 15686, 15687, 15708, 15727, 15739, 15741, 15743, 15795, 15802, 15826, 15830, 15849, 15855, 15870, 15875, 15912, 15932, 15936, 15997, 16068, 16071, 16097, 16121, 16131, 16151, 16152, 16156, 16273, 16287, 16301, 16319, 16330, 16341, 16348, 16366, 16377, 16379, 16452, 16511, 16701, 16825, 16827, 16832, 16834, 16842, 16845, 16848, 16851, 16853, 16861, 16867, 16891, 16895, 16896, 16897, 17048, 17142, 17259, 17262, 17282, 17336, 17365, 17374, 17570, 17635, 17648, 17662, 17663, 17672, 17695, 17697, 17734, 17755, 17802, 17803, 17844, 17858, 18318, 18319, 18326, 18329, 18344, 18357, 18360, 18392, 18513, 18797, 18887, 18908, 18930, 19039, 19105, 19343, 19365, 19392, 19472, 19515, 19602, 19658, 19659, 19660, 19685, 19691, 19698, 19893, 19894, 19895, 19896, 19897, 19898, 19899, 19904, 19905, 19908, 19909, 19916, 19928, 19929, 19930, 19931, 19932, 19933, 19934, 19935, 19936, 19937, 19938, 19948, 19949, 20042, 20193, 20299, 20307, 20312, 20314, 20333, 20721, 20768, 20772, 20808, 20813, 20815, 20820, 20821, 20902, 20923, 20925, 20929, 20932, 20933, 20935, 20936, 20980, 21017, 21029, 21030, 21035, 21037, 21045, 21048, 21153, 21173, 21200, 21205, 21212, 21215, 21219, 21223, 21377, 21422, 21489, 21509, 21535, 21538, 21539, 21546, 21556, 21557, 21558, 21563, 21684, 21805, 21808, 21812, 21881, 21894, 22034, 22035, 22056, 22064, 22100, 22129, 22237, 22242, 22274, 22275, 22281, 22312, 22496, 22521, 22522, 22527, 22544, 22591, 22605, 22643, 22647, 22659, 22664, 22672, 22678, 22968, 23003, 23040, 23049, 23074, 23098, 23131, 23132, 23343, 23565, 23767, 23768, 23769, 23770, 23775, 23776, 23777, 23779, 23783, 23784, 23788, 23792, 23793, 23958, 24191, 24195, 24221, 24230, 24275, 24297, 24317, 24320, 24331, 24410, 24581, 24591, 24594, 24600, 24601, 24606, 24627, 24786, 24831, 24836, 24837, 24854, 24857, 24865, 24871, 24911, 24932, 24981, 24982, 24989, 24990, 24991, 24993, 25002, 25006, 25011, 25014, 25015, 25018, 25019, 25021, 25022, 25029, 25032, 25036, 25040, 25043, 25050, 25053, 25065, 25097, 25112, 25120, 25142, 25152, 25153, 25171, 25187, 25196, 25207, 25208, 25217, 25223, 25225, 25232, 25393, 25411, 25413, 25415, 25417, 25429, 25430, 25432, 25433, 25434, 25435, 25440, 25444, 25451, 25454, 25458, 25492, 25522, 25533, 25546, 25650, 25813, 25821, 25868, 25886, 25920, 26206, 26270, 26330, 26352, 26362, 26377, 26382, 26393, 26397, 26412, 26414, 26416, 26420, 26432, 26439, 26442, 26471, 26479, 26533, 26552, 26570, 26602, 26664, 26720, 26739, 26755, 26757, 26797, 26814, 26854, 26892, 26967, 27018, 27156, 27161, 27163, 27289, 27298, 27304, 27308, 27316, 27323, 27335, 27336, 27349, 27361, 27365, 27366, 27376, 27379, 27382, 27443, 27444, 27445, 27448, 27450, 27452, 27454, 27465, 27466, 27512, 27541, 27555, 27609, 27644, 27656, 27676, 27699, 27820, 27823, 27854, 27873, 27874, 27877, 27881, 27887, 27902, 27904, 27906, 27946, 27952, 27954, 27970, 27972, 28086, 28092, 28096, 28128, 28218, 28251, 28316, 28319, 28330, 28347, 28348, 28349, 28555, 28637, 28638, 28676, 28761, 28763, 28764, 28772, 28781, 28783, 28820, 28857, 28858, 28867, 28999, 29051, 29062, 29072, 29075, 29077, 29087, 29113, 29134, 29152, 29196, 29208, 29229, 29249, 29276, 29277, 29282, 29286, 29296, 29298, 29302, 29306, 29308, 29462, 29662, 29696, 29898, 30036, 30090, 30187, 30198, 30261, 30286, 30310, 30317, 30318, 30331, 30338, 30340, 30341, 30350, 30355, 30566, 30590, 30597, 30602, 30604, 30607, 30610, 30616, 30619, 30642, 30736, 30769, 30771, 30795, 30797, 30816, 30830, 30841, 30872, 30947, 30948, 30972, 30990, 30997, 31015, 31137, 31152, 31184, 31285, 31306, 31312, 31315, 31346, 31364, 31377, 31506, 31547, 31596, 31599, 31602, 31612, 31615, 31653, 31654, 31657, 31662, 31664, 31666, 31669, 31671, 31675, 31681, 31757, 31761, 31771, 31785, 31790, 31848, 31850, 31855, 31861, 31869, 31870, 31872, 31873, 31880, 31881, 31883, 31884, 31889, 31894, 31899, 31900, 31945, 31983, 31984, 31991, 31997, 32001, 32002, 32004, 32015, 32018, 32052, 32057, 32058, 32071, 32072, 32172, 32186, 32190, 32195, 32200, 32205, 32215, 32232, 32239, 32249, 32250, 32256, 32268, 32335, 32618, 32645, 32698, 32701, 32726, 32781, 32794, 33019, 33077, 33093, 33115, 33126, 33133, 33143, 33145, 33150, 33151, 33173, 33176, 33356, 33367, 33395, 33501, 33509, 33526, 33530, 33536, 33541, 33543, 33549, 33551, 33566, 33570, 33586, 33590, 33597, 33645, 33660, 33661, 33667, 33673, 33680, 33686, 33727, 33738, 33752, 33753, 33760, 33761, 33765, 33766, 33774, 33775, 33782, 33784, 33787, 33788, 33793, 33825, 34127, 34148, 34150, 34179, 34312, 34329, 34340, 34348, 34458, 34472, 34481, 34490, 34497, 34498, 34500, 34508, 34570, 34593, 34617, 34618, 34619, 34644, 34645, 34648, 34683, 34717, 34733, 34744, 34754, 34788, 34804, 34810, 34815, 34821, 35030, 35049, 35050, 35090, 35095, 35107, 35120, 35141, 35146, 35161, 35167, 35220, 35221, 35222, 35224, 35228, 35234, 35235, 35237, 35239, 35245, 35248, 35250, 35333, 35419, 35458, 35577, 35595, 35709, 35728, 35729, 35730, 35736, 35744, 35746, 35757, 35763, 35769, 35770, 35774, 35780, 35781, 35782, 36023, 36044, 36053, 36067, 36073, 36100, 36139, 36326, 36341, 36404, 36422, 36425, 36426, 36437, 36444, 36450, 36451, 36475, 36757, 36775, 36781, 36782, 36785, 36789, 36905, 36964, 36966, 36989, 36992, 36994, 36995, 36998, 36999, 37018, 37020, 37021, 37025, 37026, 37028, 37029, 37030, 37031, 37039, 37041, 37045, 37220, 37227, 37228, 37254, 37304, 37333, 37375, 37407, 37429, 37431, 37444, 37450, 37454, 37472, 37496, 37501, 37506, 37536, 37556, 37557, 37558, 37559, 37560, 37561, 37660, 37673, 37727, 37738, 37777, 37785, 37806, 37950, 37951, 37963, 37982, 38006, 38016, 38017, 38030, 38123, 38128, 38217, 38260, 38335, 38438, 38440, 38454, 38456, 38487, 38488, 38534, 38548, 38550, 38562, 38565, 38638, 38656, 38703, 38705, 38792, 38811, 38900, 38905, 38906, 38907, 38909, 38924, 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46186, 46254, 46272, 46273, 46281, 46303, 46381, 46383, 46398, 46407, 46417, 46429, 46436, 46438, 46475, 46480, 46502, 46503, 46516, 46532, 46616, 46718, 46763, 46774, 46786, 46819, 47065, 47088, 47149, 47166, 47179, 47243, 47245, 47253, 47358, 47449, 47455, 47456, 47466, 47470, 47478, 47480, 47544, 47545, 47555, 47582, 47592, 47651, 47684, 47702, 47707, 47715, 47769, 47790, 47803, 47831, 47832, 48190, 48210, 48226, 48227, 48232, 48271, 48276, 48278, 48279, 48292, 48296, 48304, 48307, 48308, 48314, 48325, 48326, 48346, 48437, 48452, 48453, 48460, 48516, 48522, 48540, 48603, 48641, 48689, 48703, 48708, 48709]\n",
      "\n",
      "DT NN VBZ VBG CC VBG NN eos\n",
      "[26, 4152, 8035, 11475, 13100, 15097, 19095, 20295, 21191, 24593, 25146, 26139, 27160, 27165, 30182, 30205, 35445, 36065, 36477, 37097, 37100, 37119, 40732, 41600, 42163, 48205]\n",
      "\n",
      "DT NN VBG WRB TO VB DT NN eos\n",
      "[29, 16326, 24198, 28237]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS eos\n",
      "[34, 35, 46, 132, 1547, 1637, 1664, 1960, 1983, 1984, 1991, 2251, 2360, 2382, 2435, 2798, 6047, 6048, 6056, 6057, 6060, 6064, 6073, 6074, 6075, 8743, 10645, 11533, 12424, 12427, 12428, 12439, 12449, 12453, 12463, 15079, 15095, 15662, 16060, 16067, 16088, 16093, 16128, 16267, 16746, 19963, 19997, 21275, 25237, 25245, 25252, 25256, 25259, 26340, 26341, 26345, 26353, 26354, 26370, 26373, 26795, 26817, 26818, 31427, 31447, 31606, 33104, 33185, 33187, 33196, 33203, 33658, 33705, 33723, 36346, 36351, 37057, 37408, 37921, 38817, 38886, 40140, 41105, 41283, 45008, 45853, 45871, 45875, 45892, 47371, 48204]\n",
      "\n",
      "DT NN VBZ VBG CD NNS eos\n",
      "[36, 50, 1522, 1523, 1538, 19316, 19334, 31405, 32659, 33095, 33096, 33097, 33098, 33113, 33120, 33875, 33885, 33886, 33887, 33888, 33920, 41127]\n",
      "\n",
      "DT NN VBZ VBG NNS IN IN DT NN eos\n",
      "[37, 25338, 26272, 26273, 26762, 34939]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN IN PRP$ NN eos\n",
      "[38, 1838, 12980, 12993, 12998, 18713, 24785, 39644]\n",
      "\n",
      "DT NN VBZ DT NN eos\n",
      "[41, 42, 167, 168, 169, 253, 286, 426, 427, 446, 452, 512, 538, 600, 603, 628, 852, 912, 914, 928, 929, 1458, 1463, 1500, 1554, 1559, 1842, 1843, 1903, 1915, 1925, 2032, 2036, 2053, 2086, 2156, 2463, 2464, 2593, 2642, 2985, 3278, 3289, 3298, 3458, 3522, 3554, 3956, 3975, 4163, 4266, 4486, 4503, 4545, 4586, 4594, 4635, 4671, 4718, 4747, 4781, 4800, 4905, 4935, 4969, 4989, 5027, 5056, 5245, 5272, 5305, 5324, 5337, 5346, 5411, 5483, 5646, 5730, 5750, 5764, 5879, 5887, 5895, 5947, 6021, 6025, 6122, 6218, 6324, 6383, 6412, 6413, 6483, 6502, 6533, 6534, 6625, 6634, 6635, 6636, 6661, 6671, 6681, 6916, 6920, 7027, 7649, 7673, 7674, 7688, 7699, 7700, 7790, 7825, 7837, 7952, 7965, 7966, 7979, 8004, 8539, 8577, 8652, 8806, 8844, 9075, 9336, 9338, 10009, 10036, 10037, 10373, 10386, 10388, 10429, 10433, 10554, 10583, 10591, 10741, 10751, 10755, 10762, 10878, 10966, 11042, 11043, 11210, 11425, 11448, 11449, 11601, 11604, 11689, 11697, 11729, 11799, 11865, 11937, 11984, 12010, 12017, 12029, 12044, 12045, 12046, 12054, 12061, 12183, 12194, 12229, 12331, 12341, 12391, 12403, 12516, 12783, 12784, 12906, 12918, 12956, 13091, 13407, 13474, 13722, 13909, 13911, 14252, 14326, 14347, 14418, 14686, 14692, 14743, 14782, 14816, 14830, 15176, 15253, 15280, 15321, 15327, 15335, 15336, 15361, 15379, 15384, 15442, 15449, 15450, 15495, 15513, 15528, 15629, 15641, 15656, 15663, 15693, 15694, 15738, 15797, 16029, 16096, 16122, 16140, 16161, 16171, 16285, 16290, 16479, 16522, 16811, 17268, 17292, 17483, 17513, 17514, 17541, 17542, 17631, 18168, 18387, 18428, 18691, 18840, 18844, 18903, 19029, 19054, 19130, 19341, 19393, 19394, 19630, 19668, 19670, 19671, 19757, 19772, 19863, 19922, 20017, 20305, 20336, 20650, 20651, 20673, 20674, 20675, 20676, 20694, 20793, 20798, 20805, 20824, 20865, 20866, 20873, 20876, 20879, 20890, 20907, 20908, 21022, 21109, 21166, 21395, 21456, 21464, 21533, 21537, 21543, 21675, 21740, 21755, 21756, 21768, 21770, 21782, 21790, 21797, 22180, 22210, 22306, 22321, 22572, 22573, 22598, 22601, 22611, 22612, 22641, 22650, 22651, 23096, 23154, 23156, 23175, 23407, 23571, 23594, 23603, 23604, 23723, 23759, 23812, 23890, 23974, 23987, 24014, 24529, 24542, 24546, 24555, 24558, 24842, 24844, 24888, 25109, 25327, 25529, 25629, 25805, 25905, 26076, 26116, 26118, 26301, 26411, 26544, 26563, 26715, 26716, 26937, 26945, 26979, 27029, 27152, 27280, 27294, 27326, 27334, 27355, 27356, 27455, 27885, 28074, 28194, 28203, 28236, 28255, 28460, 28728, 28769, 28805, 28854, 28910, 28943, 28985, 29055, 29068, 29105, 29145, 29245, 29246, 29251, 29256, 29265, 29509, 30194, 30321, 30322, 30323, 30635, 30691, 30722, 30742, 30743, 30820, 30854, 30958, 30959, 30998, 31005, 31156, 31187, 31692, 31693, 32021, 32169, 32406, 32407, 32434, 32491, 32788, 32907, 32912, 33049, 33070, 33101, 33169, 33233, 33264, 33403, 33404, 33417, 33602, 33776, 34136, 34485, 34605, 34608, 34625, 34688, 34711, 34752, 34758, 34777, 34840, 34979, 35036, 35100, 35125, 35556, 35568, 35779, 35920, 35921, 35932, 36062, 36099, 36234, 36268, 36269, 36429, 36456, 36457, 36794, 36802, 36817, 36822, 37210, 37240, 37241, 37242, 37461, 37475, 37485, 37492, 37539, 37540, 37574, 37575, 37576, 37721, 37756, 37796, 37799, 37800, 37810, 37836, 37858, 37882, 37895, 38055, 38136, 38288, 38290, 38304, 38465, 38773, 38798, 38938, 38953, 38966, 39047, 39185, 39200, 39216, 39345, 39532, 39535, 39540, 39548, 39560, 39915, 39929, 39987, 40007, 40009, 40038, 40044, 40060, 40078, 40300, 40605, 40642, 40644, 40726, 40986, 41014, 41087, 41099, 41142, 41411, 41519, 41540, 41555, 41558, 41567, 41578, 41589, 41740, 41788, 41794, 41823, 42036, 42054, 42055, 42077, 42159, 42174, 42341, 42348, 42363, 42453, 42558, 42676, 42724, 42771, 42800, 43025, 43034, 43051, 43194, 43196, 43201, 43202, 43228, 43229, 43244, 43388, 43406, 43515, 43535, 43552, 43614, 43624, 43717, 43730, 43755, 43800, 43815, 43874, 43881, 43979, 44100, 44119, 44260, 44526, 44966, 44977, 45326, 45327, 45328, 45345, 45429, 45511, 45555, 45564, 45797, 45813, 45821, 45911, 45916, 45959, 45975, 46084, 46085, 46086, 46111, 46112, 46148, 46292, 46510, 46511, 46519, 46831, 46956, 46958, 47052, 47085, 47159, 47375, 47569, 47647, 47656, 47685, 47740, 47751, 47762, 47778, 47783, 47792, 47806, 47807, 47809, 47811, 47848, 47852, 47871, 47949, 48015, 48082, 48083, 48294, 48368, 48369, 48395, 48463, 48467, 48481, 48557, 48636, 48673, 48719]\n",
      "\n",
      "NN VBZ VBG NNS eos\n",
      "[44, 149, 666, 775, 877, 1661, 1778, 2131, 2140, 2142, 2151, 2167, 2169, 2197, 2204, 2208, 2264, 2399, 2400, 2401, 2980, 3010, 3220, 3610, 3664, 3720, 3752, 3758, 4983, 4988, 5008, 5011, 6463, 7608, 9241, 11504, 11564, 13039, 14727, 16064, 16070, 16075, 16090, 16092, 17251, 17758, 21328, 25254, 25950, 26800, 27586, 27694, 27696, 29623, 29624, 32420, 33192, 33609, 33701, 33973, 36985, 37302, 37726, 38359, 38428, 38525, 39265, 39899, 40015, 40082, 40089, 41151, 41197, 41289, 41715, 41730, 41782, 42851, 43127, 43630, 44142, 47370, 47710, 48184]\n",
      "\n",
      "DT NN VBD DT NN NN eos\n",
      "[45, 4481, 5187, 5542, 7618, 8128, 8607, 14463, 14937, 18992, 18995, 19003, 25162, 26764, 26768, 27253, 27255, 27886, 28327, 28328, 28362, 28364, 30907, 34776, 36381, 36408, 40018, 41685, 42377, 43399, 45981, 47356]\n",
      "\n",
      "NN NN NN : IN DT NN : NNS eos\n",
      "[47, 56]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN PRP$ NN eos\n",
      "[48, 108, 1836, 2316, 5762, 6321, 7139, 8279, 8565, 8566, 8569, 8570, 8583, 10278, 10380, 12637, 12992, 13506, 13788, 15696, 16755, 18688, 24038, 24377, 29318, 29344, 29663, 30145, 30156, 31485, 34101, 35505, 35601, 35603, 35622, 37486, 37514, 39690, 41953, 41962, 43002, 43022, 46609, 46618]\n",
      "\n",
      "DT NN VBZ VBG DT NNS eos\n",
      "[51, 62, 136, 580, 594, 748, 749, 1232, 1244, 1245, 1249, 1251, 1541, 1543, 1612, 1625, 1651, 1665, 1914, 1940, 1941, 2064, 2071, 2096, 2179, 2214, 2684, 2799, 2818, 2836, 2851, 2998, 3025, 3244, 3694, 3710, 3724, 3741, 3775, 3790, 5241, 5513, 5798, 5801, 5806, 5808, 6129, 6291, 6430, 6448, 8614, 9632, 11241, 11513, 11554, 11883, 11963, 12033, 12293, 13483, 13563, 13634, 13846, 13859, 13874, 13875, 14116, 14165, 14528, 14563, 14774, 14902, 15569, 15601, 15636, 15827, 16101, 16114, 16115, 16154, 16577, 17239, 17244, 17248, 17252, 17255, 17257, 17261, 17263, 17275, 17278, 17790, 18940, 19400, 19479, 19502, 19911, 20547, 21302, 21344, 21346, 21796, 21815, 22286, 22470, 22483, 22529, 23128, 23134, 23135, 23149, 23999, 25221, 25238, 25249, 25808, 25822, 25889, 25999, 26085, 26104, 26290, 26296, 26297, 26298, 26306, 26307, 26311, 26312, 26319, 26326, 26329, 26378, 26453, 26486, 26555, 26593, 26954, 26978, 26998, 27677, 28229, 29215, 29242, 29640, 29655, 30568, 30576, 30624, 31069, 31081, 31456, 31658, 31764, 32074, 32384, 32404, 32677, 32680, 32686, 32688, 32690, 32693, 32697, 32703, 32704, 32705, 32707, 32709, 32712, 32717, 32719, 33107, 33186, 33193, 33200, 33260, 33505, 33560, 33598, 33697, 33731, 33747, 33767, 33803, 33971, 34335, 34919, 35152, 35949, 37036, 37121, 37128, 37674, 38282, 38346, 38372, 38826, 38862, 38875, 38882, 38884, 39017, 39921, 39997, 40000, 40016, 40063, 40070, 40401, 41139, 41190, 41440, 41461, 41617, 41769, 41773, 41786, 41795, 41817, 41818, 41845, 42143, 42256, 42295, 42346, 42349, 42362, 42566, 42597, 42856, 44036, 44158, 44163, 44352, 44408, 44416, 44417, 44418, 44419, 44420, 44423, 44429, 44436, 44453, 44981, 44996, 44997, 45068, 45948, 46448, 46801, 47386, 47467, 47726, 47777, 47779, 47834, 48626]\n",
      "\n",
      "DT NN NN NN IN DT NN eos\n",
      "[52, 1051, 11113, 24162, 24590, 24878, 24899, 33001, 34282, 35327, 37608, 38387, 38432, 38580, 44973, 48124]\n",
      "\n",
      "DT NN VBZ DT JJ NNS eos\n",
      "[57, 2361]\n",
      "\n",
      "DT NN VBG NN IN DT NN eos\n",
      "[58, 122, 478, 1540, 3096, 3682, 4751, 4873, 5580, 5610, 6838, 7279, 8148, 8192, 9227, 11886, 12493, 12666, 13592, 13783, 17419, 17699, 18456, 19230, 19235, 19362, 22738, 23191, 24573, 25498, 25513, 26317, 26361, 26410, 26636, 28628, 30675, 33441, 33649, 34291, 34444, 34573, 34791, 35767, 36387, 37989, 38626, 41227, 41506, 43357, 47334, 47590]\n",
      "\n",
      "DT NN VBZ VBG RP DT JJ NN eos\n",
      "[60, 2392, 16041, 16288, 24355, 24751, 26480, 29359, 29901, 32870, 38669, 39757, 42644, 44008, 45030, 46849]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN eos\n",
      "[63, 256, 278, 318, 340, 659, 729, 807, 1168, 1328, 1644, 1965, 2200, 2461, 3014, 3237, 3776, 4044, 4045, 4050, 4070, 4470, 4471, 4502, 4761, 4768, 5019, 5022, 5039, 5044, 5238, 5506, 5526, 5733, 6018, 6676, 6918, 7336, 7621, 7622, 7633, 7663, 7917, 7923, 7991, 8124, 8126, 8452, 8453, 8597, 8600, 8605, 8608, 8615, 8694, 8809, 8991, 9610, 9619, 9856, 9896, 10481, 10550, 10713, 10856, 10881, 10888, 11055, 11230, 11451, 11464, 11482, 11714, 11722, 11727, 11742, 11796, 11798, 11856, 11861, 11893, 11903, 11904, 11977, 11987, 12053, 12653, 12673, 12955, 13466, 13468, 13473, 13515, 13545, 13556, 13690, 13708, 13720, 13764, 13903, 13905, 13915, 14271, 14274, 14276, 14277, 14289, 15333, 15895, 15933, 15940, 16089, 16129, 16189, 16207, 16423, 16451, 16500, 16579, 16745, 16787, 16821, 16913, 17238, 17312, 17316, 17399, 17409, 17418, 17642, 17787, 18172, 18228, 18336, 18418, 18419, 18832, 18834, 18847, 18853, 18983, 18984, 18986, 18987, 18988, 18989, 18996, 19000, 19002, 19004, 19006, 19007, 19049, 19115, 19126, 19793, 19794, 19795, 19796, 19797, 19800, 19810, 19821, 19830, 19870, 19953, 20374, 20809, 21248, 21789, 22038, 22734, 22974, 22996, 23794, 23807, 23810, 23811, 23830, 24197, 24218, 24325, 24359, 24383, 24740, 24754, 24805, 24952, 25121, 25303, 25538, 25634, 25636, 25961, 26063, 26092, 26121, 26129, 26245, 26278, 26291, 26446, 26459, 26468, 26601, 26900, 26901, 26910, 26912, 26917, 26923, 27011, 27031, 27144, 27240, 27241, 27242, 27264, 27265, 27266, 27439, 27502, 27513, 27515, 27527, 27530, 27532, 27761, 27984, 28083, 28346, 28483, 28544, 28639, 28640, 28738, 28753, 28795, 28831, 29176, 29250, 29317, 29332, 29356, 29504, 29527, 29599, 29666, 29678, 29679, 29689, 29695, 29701, 29773, 30011, 30712, 30714, 30915, 30977, 31403, 31431, 31831, 32360, 32464, 32537, 32538, 32541, 33091, 33121, 33160, 33164, 33370, 33476, 33479, 33481, 33503, 33721, 33764, 34120, 34297, 34547, 34701, 34720, 34745, 34769, 35085, 35139, 35160, 35216, 35217, 35218, 35449, 35452, 35593, 35611, 35612, 35613, 36236, 36312, 36372, 36389, 36397, 36398, 36406, 36887, 37002, 37818, 37916, 37942, 37968, 38374, 38493, 38659, 38688, 38700, 39058, 39181, 39190, 39974, 39988, 40187, 40210, 40231, 40692, 40912, 41329, 41671, 41672, 41673, 41675, 41676, 41689, 41690, 41693, 41920, 41949, 42003, 42005, 42011, 42030, 42070, 42340, 42390, 42599, 42645, 42653, 42654, 42663, 42940, 42949, 43120, 43377, 43424, 43442, 43646, 43688, 43783, 44082, 44083, 44085, 44096, 44097, 44098, 44113, 44206, 44212, 44243, 44511, 44515, 44525, 44542, 45017, 45040, 45139, 45295, 45368, 45907, 45912, 45927, 46118, 46581, 46621, 46788, 46826, 46957, 46983, 47126, 47304, 47327, 47328, 47343, 47367, 47368, 47384, 47388, 47618, 47798, 48126, 48160, 48174, 48197, 48475]\n",
      "\n",
      "DT NN VBZ VBG IN NNS eos\n",
      "[67, 4411, 5767, 6339, 6340, 6345, 7232, 7380, 7398, 7669, 8289, 8290, 8295, 8297, 8298, 8312, 8323, 8335, 8338, 8626, 8627, 8629, 8925, 9069, 11879, 12542, 12561, 13056, 14526, 14542, 15368, 15615, 15634, 16454, 16578, 16581, 16582, 16584, 16596, 16597, 16598, 17219, 17241, 18825, 19046, 19961, 20750, 21296, 22448, 23652, 28571, 32110, 36002, 36115, 36327, 37307, 37325, 38315, 39801, 40316, 41979, 42023, 44010, 44011, 44015, 44037, 44192]\n",
      "\n",
      "DT NN VBZ VBG IN NN NN eos\n",
      "[68, 3936, 3974, 4225, 5547, 5551, 7112, 8660, 11340, 12913, 13990, 18334, 23056, 24658, 27277, 31853, 31874, 32613, 33839, 34343, 44224, 46825, 48272, 48283, 48284, 48288, 48293]\n",
      "\n",
      "DT NN VBZ NNS IN DT JJ NN eos\n",
      "[70, 870, 41179]\n",
      "\n",
      "DT NN VBZ DT NN NN IN DT NN eos\n",
      "[72, 73, 94, 115, 1043, 3614, 7741, 7756, 11834, 13797, 14621, 18307, 19288, 22498, 23005, 28321, 28324, 28325, 28351, 32324, 32328, 36373, 36374, 37890, 37991, 44217, 45135, 46683, 47305]\n",
      "\n",
      "DT NN VBZ VBN DT NN IN DT NN eos\n",
      "[75, 16000, 16513, 27853, 35006, 39764]\n",
      "\n",
      "DT NN VBD DT JJ NN IN DT NN eos\n",
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      "\n",
      "DT NN VBZ VBG DT NN IN DT NN eos\n",
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      "\n",
      "DT NN VBZ VBG DT NN IN NN IN DT NN eos\n",
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      "\n",
      "NN VBZ DT NN IN DT NN eos\n",
      "[79, 12281, 13743, 38287, 41125, 48739]\n",
      "\n",
      "DT NN VBZ IN DT NN IN DT NN eos\n",
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      "\n",
      "DT NN VBD IN DT JJ NN eos\n",
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      "\n",
      "DT NN VBD DT NN TO VB DT NN NN eos\n",
      "[82, 13831]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN eos\n",
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      "\n",
      "DT NN VBD IN DT NN NN IN DT NN eos\n",
      "[85, 17565]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN eos\n",
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      "\n",
      "DT NN VBZ VBN RP DT NN eos\n",
      "[87, 27235]\n",
      "\n",
      "DT NN VBG DT JJ eos\n",
      "[90, 1968, 4830, 9341, 11440, 19518, 20546, 23138, 26981, 45920]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN eos\n",
      "[92, 856, 1732, 2079, 2591, 2613, 2615, 2621, 3029, 3031, 3052, 3071, 3073, 3076, 3446, 3448, 3507, 3663, 4474, 4509, 4590, 4591, 4592, 4595, 4611, 4612, 4623, 4627, 4637, 4638, 4676, 5419, 5584, 6814, 6815, 6821, 6832, 6833, 6834, 6836, 6849, 6850, 7957, 8120, 8446, 8447, 9593, 9609, 10893, 11094, 11211, 11215, 11216, 11224, 11242, 11249, 11445, 11724, 11739, 11756, 11771, 11775, 11790, 11791, 11818, 11848, 12273, 13553, 13638, 13789, 14059, 14077, 14797, 14899, 14915, 15115, 15168, 15484, 15487, 15490, 15492, 15494, 15498, 15502, 15506, 15507, 15510, 15833, 15842, 16173, 16421, 16447, 16448, 17367, 18209, 18354, 18359, 18373, 18397, 19193, 19886, 24184, 24185, 24189, 24190, 24212, 24384, 24908, 25046, 25158, 25163, 25168, 25182, 25442, 25464, 25482, 25511, 26062, 26560, 26722, 26744, 27148, 27950, 27967, 27976, 27983, 28632, 30146, 30200, 30678, 30686, 31353, 31370, 31494, 31513, 31517, 31520, 31525, 31526, 31531, 31532, 31538, 31541, 31542, 31549, 31981, 32022, 32050, 32210, 32333, 32381, 32489, 32496, 33504, 34310, 34419, 34420, 34435, 34436, 34447, 34448, 34449, 34450, 34451, 34454, 34455, 34467, 35435, 35440, 35614, 36106, 37207, 38452, 38457, 38476, 38485, 38553, 38711, 38904, 39932, 39943, 39953, 39965, 40299, 40972, 40975, 40977, 40984, 40985, 40992, 40999, 41063, 41377, 41384, 41651, 41857, 42269, 42279, 42291, 42305, 42309, 42310, 42999, 43269, 43472, 43550, 44512, 44519, 44521, 44532, 44545, 45417, 45418, 45420, 45423, 45425, 45436, 45442, 45590, 45905, 46404, 46437, 46739, 46790, 46820, 48677, 48723]\n",
      "\n",
      "DT NN VBZ VBG IN NN eos\n",
      "[99, 290, 332, 334, 348, 364, 454, 996, 1012, 1119, 1131, 1145, 1146, 1709, 1853, 2239, 2310, 2346, 2544, 2649, 2699, 2702, 3112, 3479, 3855, 3859, 3861, 3876, 3881, 3917, 3923, 3924, 3925, 3945, 3982, 4211, 4310, 4357, 4358, 4539, 4680, 4839, 4856, 4871, 4900, 5275, 5548, 5776, 5907, 6181, 6489, 6522, 6568, 6768, 6771, 6773, 6782, 7390, 7429, 7489, 7545, 7594, 7707, 7748, 7766, 7823, 7897, 7911, 7931, 7948, 7971, 7973, 8640, 8902, 8905, 8906, 9098, 9807, 9876, 9890, 10054, 10066, 10121, 10181, 10254, 10301, 10313, 10331, 10351, 10355, 10363, 10620, 10890, 11045, 11256, 11273, 11370, 11377, 11379, 11847, 12077, 12097, 12119, 12157, 12179, 12390, 12700, 13127, 13215, 13235, 13953, 13977, 14014, 14177, 14331, 14334, 14623, 14660, 14681, 14930, 14932, 14933, 14942, 15413, 16253, 16279, 16833, 16936, 16944, 16945, 16967, 16968, 17053, 17069, 17217, 17324, 17463, 17499, 17560, 17584, 17586, 17598, 17599, 17985, 18033, 18060, 18183, 18551, 18674, 18725, 18745, 18757, 18850, 18896, 19028, 19091, 19111, 19144, 19153, 19164, 19605, 19817, 20098, 20104, 20116, 20228, 20231, 20233, 20234, 20243, 20250, 20257, 20268, 20274, 20569, 20599, 20625, 20631, 20634, 20780, 20966, 20971, 21291, 21351, 21505, 21516, 21644, 22715, 22718, 22737, 22739, 22755, 22983, 23180, 23199, 23334, 23344, 23353, 23387, 23567, 23891, 23916, 23921, 23926, 24253, 24257, 24367, 25387, 25463, 25602, 25613, 25835, 25839, 25855, 26001, 27278, 27977, 28270, 28277, 28369, 28401, 28476, 28487, 28592, 28784, 28822, 28922, 28959, 28960, 29079, 29083, 29114, 29165, 29690, 29732, 29751, 29902, 29919, 29953, 30103, 30151, 30184, 30197, 30241, 30400, 30726, 31140, 31323, 31719, 31730, 31828, 31854, 31863, 32136, 32596, 32601, 32616, 32857, 32862, 32984, 33433, 33833, 33868, 33908, 34072, 34600, 35178, 35204, 35338, 35339, 35972, 36316, 36317, 36325, 36337, 36338, 36342, 36614, 36674, 36959, 37524, 37790, 37851, 37912, 38037, 38058, 38091, 38179, 38679, 39050, 39073, 39293, 39421, 39711, 39879, 40529, 41198, 41904, 41928, 41937, 42114, 42133, 42385, 42414, 42426, 42779, 43065, 43295, 43403, 43440, 44102, 44367, 44409, 44652, 44663, 44664, 44668, 44672, 44675, 44677, 44680, 44687, 44695, 44704, 44736, 44891, 44905, 45075, 45194, 45197, 45413, 45475, 46132, 46133, 46430, 46850, 46867, 46992, 47540, 47862, 47987, 48163, 48253, 48258, 48263, 48264, 48274, 48300, 48392, 48494, 48501, 48525, 48537, 48550, 48551, 48638]\n",
      "\n",
      "DT NN VBZ VBN DT NN eos\n",
      "[102, 2110, 3184, 5803, 5912, 11443, 12268, 14266, 15905, 19497, 22397, 22520, 29266, 29269, 31444, 35672, 36819, 38913, 41109]\n",
      "\n",
      "DT NN IN DT NN VBZ DT NN eos\n",
      "[104, 105, 2669, 13821, 14355, 28490, 37854]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN IN DT NN eos\n",
      "[106, 2459, 2465, 2466, 8189, 8194, 8210, 10850, 10931, 10932, 11919, 13620, 16911, 18417, 19799, 19805, 20727, 22760, 27775, 28318, 33483, 35615, 35629, 36370, 36401, 36411, 37886, 38712, 41914, 43284, 44254, 45019, 46270, 46578, 46699, 47319]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN IN NN eos\n",
      "[107, 4189, 4647, 9620, 10312, 15900, 38444, 38530]\n",
      "\n",
      "NN VBZ VBG DT NN IN DT NN eos\n",
      "[111, 2077, 2878, 3313, 4945, 7128, 8534, 8805, 11685, 13011, 16298, 17475, 20690, 21481, 21771, 23111, 34305, 34306, 35606, 41849, 41876, 41877, 47168]\n",
      "\n",
      "DT NN VBG DT NN NN eos\n",
      "[118, 2296, 2872, 7936, 10866, 11845, 13014, 14230, 16799, 19232, 19642, 19819, 19820, 24778, 25956, 26236, 28008, 29694, 34969, 35330, 38234, 38508, 40229, 40893, 41704, 41919, 42058, 42657, 42699, 43114, 45066, 45094, 45104, 46935, 46974, 47342, 48158]\n",
      "\n",
      "DT NNS VBZ VBG NN eos\n",
      "[120, 825, 932, 1550, 1718, 3670, 3703, 5812, 10465, 11130, 11639, 11803, 16442, 18227, 19376, 20826, 21216, 29261, 29787, 31164, 31668, 31895, 32792, 34512, 41455, 42177, 43180, 45111, 47758, 47781, 48267, 48354, 48464]\n",
      "\n",
      "NN VBZ VBG IN NN eos\n",
      "[125, 3874, 3977, 7123, 8907, 16474, 32125, 32153, 40370, 44902, 48680]\n",
      "\n",
      "NN VBZ VBG RB IN DT NN eos\n",
      "[133, 145, 2743, 2749, 9218, 9238, 27800, 28703, 29625, 36221]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN eos\n",
      "[134, 261, 356, 463, 560, 639, 691, 780, 808, 849, 1034, 1054, 1061, 1062, 1063, 1067, 1150, 1674, 1685, 1686, 1687, 1688, 1692, 1693, 1710, 1733, 1950, 2698, 2737, 2740, 2746, 2757, 2827, 2930, 3057, 3082, 3110, 3111, 3137, 3350, 3636, 3657, 3772, 3774, 4016, 4108, 4111, 4114, 4122, 4128, 4133, 4258, 4262, 4487, 4511, 4554, 4597, 4614, 4733, 4737, 4745, 4955, 5105, 5286, 6278, 6817, 6837, 6840, 6842, 6938, 7266, 7985, 8208, 8224, 9399, 9415, 9429, 9570, 9572, 9575, 9589, 9657, 9851, 9877, 9879, 10568, 10641, 10934, 10981, 11022, 11082, 11093, 11109, 11123, 11129, 11133, 11143, 11155, 11167, 11582, 12664, 13016, 13115, 13401, 13426, 13441, 13451, 13459, 13465, 13495, 13581, 13591, 13598, 13612, 13618, 13661, 13662, 13663, 13667, 13673, 13767, 13771, 13773, 13774, 13781, 13819, 14109, 14486, 14862, 14874, 14887, 15107, 15110, 15749, 15791, 15796, 15799, 15803, 15805, 15839, 15922, 15956, 15964, 15966, 15976, 15988, 15998, 15999, 16735, 16748, 16803, 16847, 17121, 17125, 17128, 17130, 17135, 17136, 17144, 17151, 17152, 17351, 17355, 17358, 17398, 17665, 17696, 17721, 17770, 17777, 17797, 17799, 17847, 17861, 18298, 19220, 19834, 19925, 19926, 19927, 20574, 20714, 21169, 21317, 21869, 21870, 21871, 21884, 21896, 22273, 22282, 22506, 22581, 22588, 23798, 24186, 24395, 24499, 24576, 24592, 24595, 24597, 24598, 24612, 24613, 24775, 24882, 24883, 24885, 25068, 25071, 25076, 25077, 25080, 25084, 25085, 25088, 25093, 25095, 25102, 25103, 25108, 25329, 25472, 25484, 25515, 26417, 26571, 26605, 26607, 26612, 26615, 26617, 26628, 26633, 26640, 26650, 26665, 26673, 26682, 26694, 26699, 26711, 26724, 26798, 26813, 26832, 26878, 26884, 27020, 27698, 27836, 27959, 28010, 28565, 28616, 28636, 28645, 29290, 29297, 29311, 29614, 30346, 30781, 30793, 30796, 31311, 31516, 31535, 31544, 31545, 31635, 31637, 31642, 31649, 31672, 31739, 31994, 32046, 32047, 32048, 32049, 32054, 32056, 32060, 32064, 32321, 32334, 32336, 32340, 32807, 32814, 32815, 32823, 32997, 33002, 33005, 33010, 33237, 33430, 33537, 33572, 33636, 33641, 33654, 34281, 34286, 34288, 34308, 34426, 34468, 34794, 34835, 34927, 35620, 35726, 35727, 35732, 35737, 35739, 35745, 35753, 35754, 35762, 35764, 35771, 35773, 35777, 36758, 36768, 36783, 36798, 37000, 37005, 37015, 37995, 38021, 38022, 38025, 38029, 38386, 38391, 38394, 38399, 38408, 38410, 38414, 38490, 38529, 38537, 38538, 38579, 38610, 38632, 38662, 38671, 38903, 39553, 39687, 40481, 40490, 40554, 40626, 40836, 40873, 40902, 40915, 41086, 41206, 41226, 41327, 41403, 41638, 42261, 42322, 42323, 42338, 43459, 43470, 45522, 45614, 46192, 46193, 46194, 46204, 46211, 46226, 46227, 46235, 46237, 46251, 46257, 46259, 46275, 46277, 46278, 46289, 46313, 46320, 46322, 46343, 46360, 46363, 46395, 46775, 47155, 47165, 47170, 47543, 47546, 47556, 47563, 47567, 47581, 47591, 47595, 47697, 48171, 48672, 48707, 48741, 48764]\n",
      "\n",
      "NN VBZ VBG IN VBG NN eos\n",
      "[137, 27749]\n",
      "\n",
      "NN VBZ VBG DT NNS eos\n",
      "[138, 5528, 5536, 15291, 24226, 33207, 37110, 41152, 41304, 44451, 48724]\n",
      "\n",
      "DT NN VBZ VBG NNS TO DT NN eos\n",
      "[139, 558, 596, 3721, 3733, 3779, 4101, 11532, 11561, 11577, 25129, 41188, 41232, 46457, 46961]\n",
      "\n",
      "DT NN VBZ VBG RP eos\n",
      "[141, 142, 156, 474, 754, 4203, 4208, 4221, 4222, 4223, 4336, 8284, 9166, 9174, 9175, 9189, 9203, 9679, 9680, 9686, 9687, 9688, 9696, 9700, 9703, 9706, 11046, 11494, 13229, 13232, 16353, 16355, 16370, 16382, 19616, 19618, 19621, 19622, 19624, 19636, 19645, 19647, 20942, 20944, 20950, 20952, 20958, 20959, 20961, 21213, 21592, 21610, 22184, 22214, 22354, 22380, 22851, 22855, 22860, 22863, 22867, 22868, 22881, 23633, 23635, 23664, 24164, 26733, 33142, 33144, 33783, 34682, 37278, 37286, 37415, 37432, 37666, 39352, 39359, 40738, 40746, 42899, 43365, 43380, 43932, 44183, 44193, 44200, 45086, 47208, 48049, 48063]\n",
      "\n",
      "DT NN VBZ NNS IN VBG NN eos\n",
      "[143, 1657]\n",
      "\n",
      "NN VBZ VBG IN DT NN IN NN eos\n",
      "[144, 42392]\n",
      "\n",
      "DT NN VBD DT NN NNS IN DT NN NN eos\n",
      "[146, 154]\n",
      "\n",
      "EX VBZ DT NN NN eos\n",
      "[147, 26770]\n",
      "\n",
      "DT NN VBZ DT VBG DT NN eos\n",
      "[150, 15547, 34734]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NN eos\n",
      "[152, 680, 1571, 1771, 3308, 3319, 3327, 3331, 3508, 4257, 4276, 5788, 5802, 5920, 5927, 5930, 8212, 9670, 10623, 11489, 12034, 16134, 16150, 17397, 21761, 22530, 25525, 25534, 25543, 25557, 27558, 27591, 27875, 27895, 27940, 29995, 31611, 31982, 32019, 32206, 33180, 33976, 35159, 35950, 36928, 36971, 43697, 43705, 45154, 45837, 45953]\n",
      "\n",
      "DT NN VBG PRP$ NN eos\n",
      "[155, 590, 676, 843, 979, 1024, 1307, 2379, 2625, 2756, 2784, 2817, 2850, 2881, 2909, 2937, 2966, 2997, 3024, 3048, 3099, 3127, 3241, 3275, 3333, 3367, 3395, 3423, 3487, 3514, 3546, 3576, 3600, 3651, 3679, 3708, 3740, 3764, 3794, 4541, 4580, 4625, 4662, 4669, 7404, 8288, 9543, 9587, 9618, 9646, 9676, 9971, 11092, 11128, 11166, 11280, 11452, 11523, 11559, 11595, 11671, 11708, 11778, 11812, 11855, 11966, 12080, 12088, 12101, 13045, 13233, 13350, 13368, 14879, 14906, 15094, 15128, 15160, 15189, 15505, 15612, 15818, 15908, 16086, 16117, 16147, 18406, 19092, 19207, 21042, 21355, 23052, 24621, 24861, 25005, 25035, 25064, 25092, 25119, 25148, 25177, 25202, 25231, 25258, 25459, 25514, 25882, 26084, 26141, 26556, 26594, 26639, 26672, 26709, 26823, 26855, 26893, 26929, 27827, 27867, 27903, 27941, 27980, 28014, 28602, 28749, 29394, 29470, 29605, 31080, 31282, 31591, 31972, 32043, 32401, 32480, 32514, 32827, 33174, 33214, 33244, 33283, 33523, 33559, 33587, 33620, 33677, 33717, 33750, 33779, 33820, 36129, 36950, 36991, 37017, 37044, 37071, 37096, 37149, 37193, 37751, 37949, 37985, 38338, 38369, 38405, 38439, 38474, 38536, 38564, 38630, 38660, 38695, 38730, 38758, 38783, 38810, 38866, 38895, 38923, 38950, 38994, 39025, 39922, 40072, 40482, 40586, 40938, 40967, 40998, 41028, 41052, 41080, 41117, 41159, 41237, 41272, 41310, 41432, 41509, 41583, 41624, 41735, 41779, 41809, 44164, 44251, 44265, 45551, 45839, 45870, 45897, 45928, 45955, 45982, 46010, 46222, 46265, 46309, 46760, 47099, 47107, 47109, 47120, 47124, 47679, 47731, 47786, 48700, 48732, 48771]\n",
      "\n",
      "DT NN VBZ RP eos\n",
      "[157, 4236, 8497, 9177, 9186, 9187, 16385, 18103, 20951, 22331, 33502, 42896, 42914]\n",
      "\n",
      "DT NN VBN IN DT NN VBZ VBG DT NN eos\n",
      "[170, 5040, 19672, 31155]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN eos\n",
      "[174, 317, 343, 346, 467, 468, 507, 1050, 1166, 1181, 1189, 1195, 1492, 1834, 1835, 1860, 1861, 1867, 1876, 1883, 1887, 2336, 2338, 2351, 2483, 2546, 2551, 2560, 2563, 2566, 2568, 2570, 2571, 2572, 2576, 2578, 2579, 2580, 2581, 2584, 2635, 2636, 2640, 2658, 2662, 2682, 2693, 2694, 2717, 2723, 2729, 2733, 3164, 3177, 3190, 3191, 3808, 3853, 3858, 3860, 3864, 3866, 3867, 3870, 3873, 3877, 3878, 3880, 3884, 3886, 3892, 3893, 3894, 3895, 3896, 3897, 3898, 3902, 3904, 3907, 3908, 3909, 3912, 3921, 3932, 3933, 3934, 3935, 3949, 3950, 3953, 3957, 3958, 3962, 3964, 3968, 3971, 3972, 3973, 3979, 4013, 4047, 4052, 4058, 4172, 4191, 4192, 4193, 4195, 4196, 4198, 4202, 4204, 4205, 4207, 4209, 4210, 4213, 4219, 4224, 4226, 4227, 4228, 4229, 4243, 4287, 4363, 4377, 4379, 4388, 4405, 4409, 4424, 4426, 4507, 4696, 4704, 4711, 4720, 4727, 4728, 4731, 4858, 4869, 5068, 5071, 5072, 5098, 5123, 5242, 5255, 5267, 5276, 5287, 5288, 5299, 5302, 5345, 5399, 5400, 5405, 5407, 5409, 5413, 5416, 5421, 5586, 5587, 5604, 5616, 5629, 5636, 5642, 5651, 5652, 5653, 5654, 5763, 5882, 5906, 5943, 5948, 5951, 5976, 5982, 5983, 5985, 5996, 6000, 6001, 6004, 6160, 6164, 6182, 6184, 6185, 6186, 6194, 6195, 6206, 6207, 6216, 6217, 6226, 6355, 6479, 6480, 6486, 6487, 6495, 6496, 6506, 6509, 6510, 6517, 6538, 6539, 6540, 6541, 6543, 6548, 6552, 6553, 6559, 6560, 6566, 6576, 6577, 6598, 6600, 6601, 6611, 6612, 6613, 6686, 6687, 6741, 6742, 6743, 6744, 6747, 6748, 6749, 6750, 6757, 6762, 6763, 6764, 6786, 6788, 6919, 6993, 7052, 7140, 7146, 7157, 7169, 7170, 7171, 7172, 7173, 7176, 7371, 7373, 7376, 7391, 7393, 7406, 7416, 7417, 7418, 7419, 7438, 7439, 7441, 7442, 7443, 7447, 7451, 7469, 7470, 7471, 7472, 7473, 7474, 7478, 7482, 7483, 7486, 7487, 7488, 7492, 7493, 7495, 7496, 7499, 7504, 7525, 7566, 7584, 7587, 7671, 7696, 7714, 7717, 7745, 7747, 7750, 7760, 7763, 7774, 7785, 7796, 7797, 7798, 7799, 7800, 7801, 7802, 7821, 7871, 7947, 7963, 7970, 8062, 8065, 8071, 8083, 8186, 8256, 8313, 8331, 8430, 8551, 8644, 8689, 8725, 8828, 8848, 8876, 8897, 8918, 8926, 8951, 8965, 8966, 8976, 9047, 9050, 9053, 9055, 9087, 9089, 9094, 9106, 9108, 9124, 9148, 9149, 9150, 9170, 9183, 9185, 9201, 9257, 9281, 9299, 9304, 9447, 9472, 9642, 9702, 9720, 9754, 9761, 9776, 9777, 9790, 9791, 9792, 9810, 9811, 9812, 9821, 9825, 9834, 9835, 9836, 9859, 9891, 10127, 10251, 10257, 10279, 10308, 10310, 10311, 10319, 10339, 10342, 10359, 10369, 10499, 10500, 10501, 10502, 10529, 10542, 10543, 10556, 10562, 10563, 10565, 10569, 10573, 10635, 10776, 10828, 10860, 10996, 10999, 11001, 11009, 11010, 11032, 11033, 11034, 11051, 11058, 11059, 11196, 11254, 11261, 11262, 11263, 11266, 11271, 11272, 11274, 11282, 11284, 11286, 11289, 11294, 11296, 11310, 11311, 11318, 11325, 11335, 11336, 11337, 11339, 11341, 11342, 11345, 11346, 11349, 11353, 11357, 11358, 11362, 11363, 11366, 11372, 11373, 11374, 12265, 12288, 12303, 12305, 12312, 12333, 12360, 12379, 12387, 12441, 12452, 12462, 12473, 12497, 12559, 12560, 12564, 12571, 12581, 12604, 12605, 12613, 12620, 12630, 12631, 12634, 12699, 12702, 12703, 12704, 12865, 12866, 12883, 12898, 12907, 12908, 12912, 12914, 12930, 12931, 12940, 13183, 13195, 13201, 13214, 13467, 13711, 13917, 13925, 13934, 13935, 13971, 13972, 14004, 14005, 14009, 14012, 14030, 14031, 14032, 14045, 14048, 14060, 14064, 14067, 14099, 14103, 14169, 14176, 14178, 14183, 14213, 14231, 14233, 14255, 14328, 14333, 14338, 14381, 14487, 14544, 14545, 14566, 14572, 14574, 14591, 14595, 14609, 14616, 14634, 14635, 14648, 14650, 14657, 14658, 14659, 14683, 15042, 15194, 15195, 15198, 15200, 15201, 15202, 15203, 15209, 15217, 15220, 15223, 15232, 15364, 15366, 15369, 15374, 15378, 15382, 15391, 15434, 15729, 15768, 15914, 16456, 16487, 16488, 16496, 16505, 16519, 16529, 16532, 16533, 16595, 16649, 16753, 16869, 16899, 16907, 16912, 16919, 16923, 16935, 16969, 17047, 17050, 17051, 17058, 17093, 17101, 17102, 17157, 17177, 17205, 17216, 17218, 17281, 17289, 17320, 17331, 17333, 17339, 17344, 17447, 17469, 17473, 17476, 17477, 17559, 17572, 17573, 17575, 17577, 17578, 17588, 17593, 17600, 17606, 17607, 17614, 17636, 17637, 17638, 17655, 17959, 17961, 17963, 17972, 18032, 18034, 18046, 18056, 18057, 18072, 18104, 18169, 18187, 18198, 18214, 18234, 18338, 18425, 18528, 18529, 18536, 18542, 18671, 18678, 18710, 18731, 18732, 18740, 18746, 18755, 18836, 18838, 18849, 18852, 18858, 18860, 18874, 18884, 18891, 18892, 18894, 19018, 19059, 19103, 19162, 19177, 19202, 19290, 19434, 19680, 19714, 19760, 19765, 19778, 19780, 19781, 19784, 19829, 19836, 19866, 19869, 19887, 19973, 19995, 20064, 20105, 20106, 20113, 20123, 20135, 20195, 20229, 20236, 20242, 20244, 20248, 20263, 20265, 20266, 20267, 20270, 20272, 20273, 20279, 20282, 20288, 20377, 20449, 20514, 20516, 20585, 20588, 20597, 20598, 20601, 20602, 20603, 20609, 20610, 20611, 20612, 20614, 20621, 20622, 20628, 20629, 20632, 20640, 20691, 20696, 20960, 20996, 21189, 21225, 21227, 21230, 21231, 21250, 21254, 21269, 21508, 21630, 21631, 21633, 21635, 21636, 21637, 21639, 21645, 21646, 21655, 21659, 21729, 21731, 21744, 21745, 21750, 22199, 22283, 22372, 22398, 22444, 22445, 22446, 22447, 22475, 22477, 22482, 22547, 22548, 22551, 22553, 22555, 22558, 22561, 22562, 22564, 22567, 22569, 22625, 22626, 22670, 22720, 22721, 22722, 22723, 22748, 22754, 22756, 22769, 22794, 22814, 22839, 22984, 23034, 23042, 23172, 23178, 23189, 23237, 23287, 23291, 23292, 23294, 23299, 23303, 23304, 23309, 23312, 23321, 23322, 23323, 23324, 23325, 23326, 23327, 23339, 23340, 23350, 23365, 23369, 23400, 23455, 23465, 23479, 23519, 23529, 23556, 23570, 23573, 23577, 23593, 23595, 23596, 23600, 23610, 23618, 23620, 23621, 23622, 23623, 23624, 23636, 23640, 23643, 23647, 23654, 23673, 23685, 23715, 23716, 23722, 23734, 23746, 23804, 23815, 23867, 23893, 23895, 23897, 23898, 23900, 23901, 23903, 23906, 23914, 23922, 23930, 23931, 23932, 23933, 23934, 23941, 23945, 23954, 23955, 23956, 23957, 23959, 23976, 23982, 23992, 24005, 24020, 24023, 24154, 24161, 24169, 24206, 24235, 24237, 24243, 24248, 24256, 24258, 24259, 24264, 24266, 24293, 24365, 24491, 24502, 24503, 24504, 24505, 24508, 24510, 24511, 24516, 24517, 24526, 24533, 24549, 24554, 24570, 24891, 24945, 24955, 24978, 25386, 25395, 25420, 25604, 25612, 25615, 25624, 25691, 25693, 25712, 25780, 25793, 25845, 25901, 26020, 26030, 26034, 26055, 26057, 26187, 26214, 26390, 26423, 26488, 26509, 27012, 27027, 27032, 27072, 27243, 27257, 27267, 27270, 27271, 27279, 27314, 27386, 27406, 27415, 27416, 27417, 27418, 27703, 27704, 27705, 27706, 27707, 27714, 27719, 27720, 27729, 27730, 27750, 27752, 28079, 28089, 28093, 28113, 28118, 28260, 28371, 28391, 28402, 28451, 28453, 28459, 28469, 28471, 28484, 28486, 28533, 28794, 28798, 28799, 28800, 28817, 28819, 28821, 28823, 28826, 28827, 28832, 28902, 29008, 29101, 29102, 29103, 29115, 29116, 29137, 29138, 29139, 29154, 29166, 29172, 29174, 29180, 29187, 29205, 29336, 29342, 29476, 29477, 29481, 29482, 29487, 29498, 29499, 29506, 29528, 29538, 29561, 29566, 29668, 29726, 29845, 29865, 29900, 30094, 30096, 30109, 30148, 30149, 30224, 30240, 30285, 30291, 30356, 30357, 30358, 30359, 30367, 30368, 30371, 30378, 30381, 30384, 30390, 30392, 30393, 30394, 30395, 30396, 30397, 30399, 30402, 30411, 30413, 30416, 30417, 30447, 30449, 30458, 30498, 30737, 30759, 30788, 30808, 30887, 30916, 30919, 31053, 31083, 31084, 31087, 31089, 31090, 31091, 31100, 31106, 31111, 31113, 31116, 31117, 31120, 31125, 31126, 31130, 31139, 31198, 31213, 31214, 31234, 31316, 31320, 31339, 31471, 31496, 31497, 31688, 31700, 31703, 31716, 31717, 31718, 31740, 31741, 31773, 31787, 31793, 31794, 31795, 31802, 31803, 31806, 31808, 31809, 31810, 31811, 31815, 31817, 31820, 31823, 31825, 31826, 31827, 31829, 31837, 31841, 31842, 32100, 32101, 32112, 32143, 32154, 32493, 32594, 32595, 32728, 32753, 32837, 32855, 32858, 32908, 32931, 32952, 32972, 33429, 33432, 33478, 33492, 33835, 33840, 33841, 33843, 33853, 33860, 33862, 33870, 33873, 33904, 33907, 33980, 34061, 34065, 34071, 34074, 34076, 34088, 34094, 34122, 34236, 34559, 34567, 34569, 34580, 34582, 34584, 34597, 34606, 34610, 34872, 34873, 34875, 34876, 34877, 34880, 34881, 34890, 34891, 34892, 34900, 34967, 34972, 34976, 34989, 34998, 35015, 35016, 35017, 35018, 35019, 35034, 35037, 35039, 35047, 35173, 35177, 35187, 35195, 35198, 35199, 35205, 35215, 35254, 35259, 35260, 35267, 35280, 35288, 35289, 35290, 35311, 35316, 35321, 35326, 35336, 35343, 35345, 35381, 35489, 35506, 35527, 35532, 35624, 35633, 35705, 35725, 35849, 35879, 36079, 36130, 36213, 36230, 36245, 36265, 36266, 36267, 36315, 36320, 36335, 36361, 36364, 36365, 36492, 36498, 36563, 36564, 36565, 36566, 36567, 36568, 36585, 36594, 36595, 36605, 36609, 36665, 36684, 36703, 36722, 36725, 36737, 36748, 36750, 36771, 36858, 36949, 37306, 37308, 37313, 37322, 37323, 37373, 37417, 37498, 37528, 37542, 37585, 37596, 37769, 37781, 37789, 37849, 37850, 37857, 37877, 37878, 37881, 38033, 38034, 38036, 38041, 38051, 38054, 38062, 38063, 38066, 38068, 38070, 38073, 38076, 38078, 38079, 38080, 38083, 38085, 38087, 38089, 38092, 38093, 38096, 38099, 38105, 38120, 38142, 38143, 38145, 38158, 38166, 38169, 38170, 38271, 38281, 38406, 39031, 39072, 39077, 39080, 39083, 39085, 39088, 39090, 39095, 39096, 39302, 39410, 39417, 39425, 39512, 39615, 39657, 39658, 39661, 39675, 39686, 39754, 39760, 39767, 39869, 39870, 39890, 40046, 40215, 40218, 40220, 40315, 40323, 40326, 40343, 40362, 40363, 40527, 40556, 40588, 40595, 40596, 40602, 40618, 40621, 40629, 40798, 40803, 40812, 40825, 40829, 40830, 40832, 40834, 40837, 40843, 41525, 41826, 41829, 41880, 41894, 41898, 41903, 41921, 41922, 41923, 41924, 41936, 41974, 41976, 41985, 42015, 42035, 42075, 42086, 42090, 42113, 42130, 42194, 42370, 42386, 42398, 42419, 42421, 42433, 42605, 42607, 42608, 42615, 42618, 42622, 42626, 42627, 42685, 42723, 42765, 42766, 42787, 42928, 43064, 43080, 43282, 43300, 43301, 43322, 43418, 43428, 43447, 43887, 43934, 43955, 43974, 44003, 44014, 44019, 44028, 44073, 44110, 44111, 44115, 44121, 44122, 44126, 44128, 44129, 44130, 44173, 44295, 44363, 44364, 44365, 44366, 44391, 44398, 44426, 44549, 44563, 44594, 44612, 44629, 44659, 44660, 44661, 44666, 44667, 44681, 44688, 44692, 44693, 44705, 44714, 44719, 44720, 44723, 44724, 44742, 44763, 44764, 44809, 44824, 44825, 44836, 44879, 44882, 44883, 44885, 44889, 44899, 44903, 44908, 44913, 44915, 44919, 44934, 45026, 45089, 45106, 45190, 45241, 45269, 45280, 45283, 45318, 45392, 45404, 45448, 45484, 45489, 45521, 45683, 45712, 45713, 45714, 45736, 45738, 45739, 45754, 46149, 46152, 46159, 46164, 46168, 46172, 46174, 46183, 46201, 46341, 46459, 46550, 46603, 46615, 46848, 46857, 46860, 46868, 46906, 46923, 46960, 46989, 47008, 47031, 47070, 47074, 47086, 47255, 47320, 47362, 47364, 47492, 47494, 47495, 47502, 47503, 47510, 47522, 47523, 47524, 47525, 47526, 47619, 47623, 47655, 47712, 47875, 47902, 47909, 47920, 47952, 47963, 47968, 47972, 47988, 47990, 47991, 47994, 48011, 48028, 48029, 48039, 48040, 48048, 48107, 48118, 48146, 48148, 48191, 48199, 48220, 48260, 48265, 48393, 48468, 48471, 48474, 48479, 48480, 48484, 48488, 48505, 48508, 48509, 48514, 48517, 48519, 48520, 48526, 48533, 48538, 48541, 48544, 48555, 48633]\n",
      "\n",
      "DT NN VBD PRP$ NN eos\n",
      "[176, 3118, 3142, 6373, 7005, 7679, 8018, 12781, 12785, 13240, 14827, 14831, 15526, 15529, 18663, 19667, 19674, 19854, 21026, 21027, 21721, 24540, 24541, 24848, 24849, 27035, 27358, 28770, 29065, 30139, 32800, 34174, 34487, 34488, 34629, 34630, 36430, 36461, 36462, 39184, 39188, 39546, 39549, 40540, 40649, 42172, 42175, 43331, 43341, 43961, 46088, 46513, 48175, 48176, 48375]\n",
      "\n",
      "DT NN VBD DT NN eos\n",
      "[177, 428, 429, 613, 697, 700, 1000, 1175, 1176, 1945, 1946, 3300, 3317, 3321, 3381, 3385, 3394, 3421, 3534, 3545, 3575, 4605, 4651, 5561, 5792, 5811, 6221, 6378, 6641, 6674, 6683, 7038, 7114, 7838, 8021, 9139, 9344, 9645, 10384, 10385, 10935, 11184, 11188, 11204, 11301, 11726, 11730, 11797, 11800, 11811, 11911, 11914, 11948, 11952, 12025, 12062, 12079, 12199, 12394, 12395, 13013, 14241, 14242, 14253, 14265, 15178, 15373, 15388, 15457, 15657, 15872, 17731, 18346, 18384, 18388, 19482, 19593, 19903, 20148, 20340, 20341, 20372, 20375, 20806, 20878, 20893, 20914, 21101, 21113, 21674, 21683, 21814, 22248, 22485, 23613, 23614, 24887, 24900, 24996, 25004, 25034, 25230, 25346, 25483, 25710, 25871, 25874, 26128, 26142, 26396, 26638, 27295, 27359, 27549, 27590, 28206, 28207, 28329, 28464, 28466, 28541, 28732, 28942, 29255, 29268, 30327, 30328, 30348, 30732, 30778, 31071, 31079, 31160, 31162, 31453, 31995, 32390, 32394, 32400, 33099, 33108, 33389, 33393, 33524, 33550, 33554, 34134, 34857, 35475, 35930, 35933, 36088, 36157, 36642, 37033, 37043, 37118, 37733, 37821, 37839, 38094, 38729, 38803, 38912, 38992, 39725, 39905, 39909, 40055, 40061, 40954, 41113, 41491, 41492, 41531, 41536, 41547, 41800, 41804, 41984, 42563, 43053, 43262, 43520, 43524, 43622, 43634, 43718, 43735, 43816, 43840, 43963, 44148, 44151, 45335, 45360, 45514, 45838, 45858, 45926, 45954, 46293, 46514, 47649, 47753, 47754, 47805, 47813, 47872, 48081, 48085, 48098, 48487, 48683]\n",
      "\n",
      "DT NN VBG DT NN IN VBG NN eos\n",
      "[178, 6385, 7941, 36128]\n",
      "\n",
      "DT JJ NN NN eos\n",
      "[179, 194, 197, 536, 1475, 4166, 4167, 4178, 4394, 6593, 7116, 7163, 7359, 10459, 10461, 10761, 10766, 12204, 12457, 13076, 13114, 15322, 15533, 15543, 20256, 20319, 21554, 22682, 22683, 22684, 24674, 24684, 24704, 28354, 28776, 32181, 33905, 35103, 35541, 35721, 36082, 36540, 37189, 39059, 39554, 39565, 40614, 40660, 40708, 42961, 43451, 44829, 44861, 45389, 47420, 47947]\n",
      "\n",
      "DT NN VBZ VBG DT JJ eos\n",
      "[180, 619, 633, 668, 675, 682, 687, 939, 1623, 1667, 1942, 1990, 2277, 2788, 2821, 3525, 3572, 3598, 4805, 4806, 4809, 4819, 4836, 4840, 4999, 6958, 6965, 9635, 9637, 11037, 11915, 11927, 11939, 11945, 11958, 12075, 13641, 14163, 15873, 16031, 16094, 17743, 17754, 17885, 18708, 18752, 19726, 24605, 24615, 24739, 24750, 24765, 24779, 24781, 24933, 25027, 25235, 25253, 25864, 25866, 25876, 25884, 26548, 27593, 27595, 27596, 27598, 27603, 30007, 30013, 30014, 30015, 30021, 31066, 31082, 32395, 32403, 33204, 33527, 33823, 33829, 39892, 41005, 41008, 41018, 41539, 41599, 41611, 41619, 41654, 42595, 43565, 45856, 45886, 45887, 45985, 45996, 45999, 46002, 46008, 47254, 47658, 47660, 47716, 47718]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN CC NN eos\n",
      "[181, 13243, 26484, 28982, 29886, 34083, 36593, 42214]\n",
      "\n",
      "DT JJ NN VBG DT NN eos\n",
      "[182, 4188, 5059, 9419, 10445, 13694, 15311, 15325, 15343, 15348, 19677, 19999, 20672, 22622, 30333, 36074, 39221, 44579, 46179, 46562, 48449]\n",
      "\n",
      "NN VBZ VBG DT NN eos\n",
      "[189, 610, 792, 874, 975, 1302, 1847, 1863, 2044, 2045, 2046, 2058, 2066, 2074, 2076, 2196, 2212, 2250, 2282, 2302, 2370, 2398, 2402, 2728, 2801, 3058, 3083, 3222, 3234, 3283, 3355, 3377, 3391, 3404, 3465, 3482, 3498, 3526, 3528, 3543, 3562, 3586, 3587, 3588, 4478, 4489, 4572, 4578, 5009, 5293, 5352, 5511, 6293, 6318, 6319, 6320, 6333, 6911, 6912, 6923, 6927, 7016, 7830, 7832, 7833, 7834, 7843, 7847, 7927, 7968, 7969, 8072, 8074, 8621, 8676, 8810, 8837, 8840, 10435, 11431, 11446, 11612, 11928, 12056, 12249, 12306, 14019, 14764, 14842, 14851, 15120, 15125, 15473, 15631, 15758, 16073, 16105, 16188, 16190, 16194, 16299, 16334, 16338, 16354, 16775, 17377, 17471, 17478, 17975, 19118, 19136, 20186, 20760, 21132, 21176, 21180, 21482, 21487, 21769, 21786, 21791, 21811, 21818, 21912, 22615, 23022, 23026, 23121, 23146, 23147, 24010, 25406, 25637, 25913, 26277, 26286, 26683, 26726, 26908, 26984, 27147, 27695, 27856, 27894, 28581, 28705, 28731, 28876, 28877, 30672, 30705, 30824, 30836, 30858, 30861, 30862, 32016, 32086, 32147, 32385, 32419, 32445, 32447, 32448, 32449, 32845, 32861, 32863, 32913, 32933, 33106, 33130, 33259, 33480, 33546, 33555, 33576, 33746, 33804, 34848, 34851, 36110, 36111, 36112, 36138, 36810, 37038, 37115, 37274, 37730, 37731, 37743, 37981, 38294, 38458, 38459, 38502, 38552, 38554, 38724, 38736, 38802, 38916, 38943, 38968, 38969, 38985, 39019, 39544, 39903, 39978, 40003, 40033, 40068, 40101, 40102, 40104, 40720, 41136, 41426, 41564, 41579, 41658, 41796, 41797, 41807, 41875, 41878, 41879, 42327, 42342, 42427, 42590, 42591, 42592, 42944, 43101, 43131, 43516, 43558, 43559, 43560, 43631, 43733, 43734, 44145, 44146, 44595, 45939, 45949, 46003, 46125, 46445, 46805, 47154, 47173, 47231, 47232, 47259, 47260, 47261, 47290, 47474, 47654, 47752, 47760, 47841, 48358, 48373, 48412, 48714]\n",
      "\n",
      "NN VBZ VBG NN eos\n",
      "[192, 312, 582, 667, 695, 773, 774, 794, 1696, 2369, 2394, 2833, 2901, 3020, 3036, 3060, 3140, 3252, 3254, 3265, 3270, 3285, 3330, 3349, 3379, 3406, 3467, 3500, 3778, 4560, 4561, 4958, 5010, 6387, 6971, 7841, 8458, 9282, 9411, 9942, 11433, 11833, 11870, 11909, 13024, 13048, 13409, 14813, 15491, 15523, 15838, 15896, 15947, 16428, 17701, 18990, 20759, 21159, 21175, 21773, 21793, 21817, 21889, 22097, 22543, 22952, 24228, 24625, 25172, 26874, 27880, 27957, 27974, 28126, 28653, 29905, 30807, 30837, 31354, 31432, 31986, 31987, 32323, 32865, 33508, 33544, 33547, 33564, 33573, 33577, 33578, 33582, 33663, 33664, 33670, 33713, 33730, 33734, 33735, 33770, 33805, 33984, 35149, 35156, 36912, 37013, 37114, 37132, 37397, 37753, 38470, 38489, 38492, 38511, 38685, 38997, 39940, 39959, 40053, 40193, 40294, 40623, 40909, 41371, 41405, 41406, 41427, 41641, 41806, 41966, 42247, 42257, 42474, 42850, 43629, 43809, 45891, 46444, 47153, 47181, 47465, 47486, 47487, 47842, 48752]\n",
      "\n",
      "DT NN NN DT NN eos\n",
      "[195, 6977, 10439, 10765, 13292, 16480, 20467, 20589, 24214, 35741, 37214, 40566]\n",
      "\n",
      "RB JJ NN NN eos\n",
      "[199, 4464, 9163, 10579, 11421, 12806, 21565, 23378, 26225, 26438, 30506, 35947, 43054, 43844]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN eos\n",
      "[204, 464, 555, 557, 562, 565, 566, 583, 726, 734, 761, 1037, 1038, 1042, 1048, 1224, 1235, 1242, 1799, 2135, 2633, 2772, 2779, 2802, 2832, 2952, 2964, 2967, 3214, 3221, 3223, 3605, 3606, 3616, 3642, 3647, 3662, 3665, 3671, 3675, 3690, 3691, 3695, 3698, 3702, 3709, 3715, 3717, 3751, 3753, 3777, 3786, 6046, 6051, 6294, 6431, 6438, 6449, 6450, 6467, 6685, 6720, 7604, 8692, 8698, 9538, 9555, 9656, 10288, 10621, 10622, 10649, 11107, 11132, 11647, 11717, 11768, 11858, 13042, 13404, 13427, 13595, 13599, 13642, 13810, 14619, 14626, 14890, 15080, 15096, 15585, 15588, 15589, 15592, 15603, 15616, 15622, 15642, 15647, 15648, 15651, 15654, 15676, 16109, 16160, 16662, 16672, 16673, 16714, 16723, 16730, 16734, 16749, 16774, 16777, 16784, 16813, 16814, 16826, 16868, 17382, 17384, 17408, 17413, 17417, 17517, 18593, 19047, 19060, 19062, 19254, 19272, 19347, 21321, 21776, 21873, 22575, 22584, 22597, 22890, 22898, 23133, 23141, 24804, 24820, 24822, 25518, 26227, 26346, 26347, 26380, 26401, 26419, 26485, 26585, 26597, 26647, 26652, 26654, 26678, 26681, 26687, 26707, 26828, 27049, 27550, 27560, 28110, 29192, 29198, 29220, 29594, 30030, 30784, 31124, 31560, 31613, 31973, 33239, 33245, 34661, 34665, 34907, 34910, 34916, 34918, 34930, 34932, 34935, 34942, 34947, 34950, 34955, 34961, 34985, 35951, 35952, 35953, 35954, 35959, 35962, 35968, 35974, 35977, 35978, 35989, 35992, 36888, 36899, 36927, 37484, 38292, 38302, 38303, 38340, 38350, 38358, 38360, 38371, 38375, 38678, 38761, 38762, 38769, 38874, 39971, 40459, 40802, 41082, 41091, 41094, 41095, 41097, 41110, 41121, 41129, 41132, 41133, 41174, 41437, 41450, 41463, 41754, 41757, 41758, 41767, 41770, 43679, 44410, 44412, 44413, 44441, 45158, 45561, 45570, 45572, 45594, 46304, 46456, 46460, 46471, 46680, 46711, 47608, 47692, 48187, 48228, 48371, 48396, 48397, 48744]\n",
      "\n",
      "VBG NN eos\n",
      "[206, 2171, 2452, 3066, 3480, 4985, 5870, 7396, 9476, 12714, 12882, 15180, 15930, 16178, 16204, 19785, 21551, 28883, 30033, 32189, 32267, 32793, 34344, 35114, 35144, 36482, 36958, 39051, 39885, 40232, 41378, 42431, 42435, 43100, 43125, 43210, 44732, 46171, 47288, 47721, 48507]\n",
      "\n",
      "DT NN VBZ DT NNS IN IN NNS eos\n",
      "[210, 213]\n",
      "\n",
      "DT NN VBZ VBG NNS VBP eos\n",
      "[211, 44444]\n",
      "\n",
      "DT NN VBG DT NNS IN IN NNS eos\n",
      "[217, 223]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN NNS IN DT NN eos\n",
      "[219, 27542]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN NNS eos\n",
      "[220, 7250, 21568, 22891, 26093, 43905, 43906, 43935]\n",
      "\n",
      "DT NN VBZ VBG JJ NN eos\n",
      "[226, 260, 481, 489, 1985, 3022, 3438, 3442, 3455, 3470, 3488, 3512, 3515, 4906, 4956, 4996, 5370, 5383, 5549, 5553, 5556, 5558, 5560, 5565, 5569, 5571, 5575, 5577, 5579, 7136, 7962, 9579, 10105, 11305, 11575, 11978, 12110, 12209, 13023, 14129, 14147, 14745, 14800, 14829, 15328, 15853, 15881, 15994, 16039, 16130, 16445, 17350, 17526, 17882, 18370, 18538, 19366, 19377, 19700, 20719, 21050, 21151, 21194, 21722, 21787, 22671, 23184, 24742, 24746, 24874, 25241, 25499, 25519, 25520, 25770, 26258, 26476, 26523, 26663, 26824, 26926, 27322, 27384, 28694, 28775, 31640, 31856, 31868, 32185, 32228, 32611, 32617, 32627, 32637, 32641, 32642, 33110, 33191, 33215, 33449, 33489, 34028, 34141, 34198, 34471, 34510, 34812, 35122, 35150, 35168, 35987, 36080, 36399, 36487, 36923, 37023, 39213, 39973, 40533, 40669, 40749, 41073, 41122, 41242, 41738, 42230, 42260, 43267, 43696, 43842, 43845, 45468, 45915, 45929, 45941, 45956, 45997, 46534, 47006, 48336, 48607]\n",
      "\n",
      "DT NN VBZ VBG NN IN NN eos\n",
      "[227, 493, 795, 813, 1506, 2604, 3344, 3407, 4593, 4620, 4881, 4888, 4995, 5262, 5484, 5566, 9542, 10933, 11061, 11078, 11795, 11809, 14821, 15561, 15565, 15576, 15894, 16696, 16892, 16893, 16894, 16904, 17126, 17856, 17865, 17867, 18276, 18395, 18398, 19807, 20728, 20886, 21092, 22238, 23853, 24999, 25160, 25161, 25201, 25363, 25438, 25449, 25470, 25474, 25488, 25493, 25495, 25503, 25512, 25517, 25551, 26400, 26440, 26611, 26619, 26645, 26679, 26891, 29112, 29301, 30179, 30463, 31279, 31349, 31546, 32202, 33463, 34442, 35618, 35976, 36314, 36770, 36780, 37636, 37667, 37704, 38431, 38682, 38837, 38928, 38934, 38935, 40376, 41077, 41776, 45095, 46364, 46434, 46764, 46778, 46785]\n",
      "\n",
      "DT NN VBZ VBG DT NN TO VB DT NN IN NNS eos\n",
      "[228, 4974]\n",
      "\n",
      "DT NN VBG DT NN IN NN eos\n",
      "[229, 11701, 12668, 14741, 16759, 16792, 16849, 17676, 18203, 22261, 27305, 31781, 42299, 42916, 43305]\n",
      "\n",
      "DT NN VBG DT NN IN NNS eos\n",
      "[230, 2414, 2415, 12000, 14718, 27898, 29990, 41808]\n",
      "\n",
      "DT NNS VBZ VBG JJ NN eos\n",
      "[239, 13410, 41376]\n",
      "\n",
      "NN VBG NNS IN NNS eos\n",
      "[240, 2192]\n",
      "\n",
      "DT NN VBZ VBG JJ NN IN NN NNS eos\n",
      "[241, 2441]\n",
      "\n",
      "DT NN VBG WRB TO VB NN NN eos\n",
      "[242, 3812, 27094]\n",
      "\n",
      "VBG DT JJ NN eos\n",
      "[243, 2307, 8759, 11589, 15121, 17928, 27937, 31365, 34830, 41268]\n",
      "\n",
      "DT JJ NN VBZ VBG VBN IN DT NN eos\n",
      "[244, 5372]\n",
      "\n",
      "NN NN eos\n",
      "[246, 408, 5909, 6719, 7048, 7875, 9849, 15255, 17190, 19915, 20517, 21002, 21265, 25705, 29304, 29871, 30504, 32934, 35560, 36201, 39581, 39609, 40112, 40632, 40821, 41454, 41468, 41702, 44588, 44923, 46520, 47028, 47436]\n",
      "\n",
      "VBG NN IN NN eos\n",
      "[247, 15116, 19358, 28674, 31523, 35637]\n",
      "\n",
      "DT NN VBG NN IN DT NN NN eos\n",
      "[249, 4885, 13440, 20221, 24575, 29293, 36388, 40730]\n",
      "\n",
      "DT NN VBZ VBG VBN eos\n",
      "[250, 634, 890, 1831, 1851, 1857, 1868, 2037, 2038, 2080, 2084, 2088, 2103, 2161, 2184, 4017, 4975, 4977, 6628, 8836, 10666, 10691, 12309, 12320, 14740, 14805, 16295, 16309, 16337, 19138, 19333, 19338, 19470, 20016, 20020, 20033, 20326, 20644, 20654, 20685, 21474, 21475, 22580, 23094, 26229, 26458, 27200, 28192, 28611, 28849, 32416, 32443, 32452, 32483, 32530, 32843, 34850, 35995, 36022, 36097, 36754, 38743, 38753, 42551, 43124, 43511, 45917, 46736, 47221, 47636, 47737]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN JJ NNS eos\n",
      "[254, 1910, 3556, 4980, 5014, 11627, 14700, 14730, 19476, 25209, 26114, 32262, 38793, 39026, 39895, 39896, 41556, 41660, 44165, 47252]\n",
      "\n",
      "DT NN VBZ VBG NN NN eos\n",
      "[258, 2626, 5761, 8899, 8900, 9625, 10914, 11814, 11837, 11866, 11925, 11941, 14499, 16591, 16697, 16804, 17323, 17425, 17527, 19389, 20022, 22503, 22525, 24362, 25106, 25218, 25865, 28667, 30931, 31875, 31877, 32478, 32685, 33728, 34838, 35223, 37347, 38555, 39209, 40545, 44328, 45156, 48245, 48246, 48250, 48252]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN NN eos\n",
      "[262, 5781, 7095, 8701, 11114, 11501, 11534, 11563, 11572, 12590, 13682, 15620, 15621, 15913, 16699, 29228, 33257, 35973, 37288, 41213, 41254, 41284, 41287, 41303, 46583, 46584, 46595, 46598, 48706]\n",
      "\n",
      "DT NN VBZ VBG VBN NN IN DT JJ NN eos\n",
      "[263, 11100]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN VBG NN eos\n",
      "[265, 5129, 36974]\n",
      "\n",
      "DT NN VBG VBG NN eos\n",
      "[267, 47822]\n",
      "\n",
      "DT NN VBG NN eos\n",
      "[268, 357, 448, 505, 694, 743, 1143, 1757, 1864, 2619, 2847, 2877, 3124, 3271, 3414, 4240, 4494, 4537, 4663, 4670, 4786, 4791, 5319, 5331, 5643, 6070, 6331, 6384, 6967, 7508, 7681, 7702, 8443, 8657, 9162, 9164, 9511, 10273, 10396, 10398, 10413, 10419, 10608, 10637, 10867, 10983, 11087, 11088, 11124, 11156, 11190, 11240, 11417, 11447, 11808, 11852, 11957, 12228, 12440, 13416, 13695, 14034, 14089, 14105, 14546, 14593, 14719, 14757, 14844, 14846, 15222, 15541, 15810, 15993, 16024, 16336, 16881, 17231, 17411, 17991, 18381, 18401, 19061, 19289, 19374, 19391, 19603, 19607, 19641, 19648, 19682, 19695, 19902, 19917, 19918, 19919, 20322, 20491, 20765, 21041, 21178, 21182, 21417, 21813, 22124, 22172, 22424, 22677, 23041, 23989, 23990, 24207, 24215, 24286, 24298, 24394, 24826, 24853, 24859, 24929, 25174, 25200, 25452, 25461, 25558, 26662, 26742, 27303, 27339, 27372, 27377, 27378, 27897, 27975, 28559, 28597, 28629, 28669, 28677, 29082, 29259, 29264, 29465, 30024, 30025, 30063, 30490, 30580, 30636, 30832, 30844, 30923, 30952, 30974, 31077, 31759, 31778, 31786, 32014, 32065, 32211, 32253, 32257, 32488, 32552, 33125, 33373, 33487, 33589, 33818, 33951, 34350, 34507, 34742, 35118, 35231, 35240, 35747, 36348, 36413, 36441, 36474, 36480, 37251, 37665, 37801, 38197, 38436, 38472, 38917, 39220, 39272, 39356, 40408, 40410, 40622, 40672, 40673, 40719, 40888, 41022, 41046, 41200, 41391, 41905, 42040, 42227, 42265, 42276, 42318, 42460, 42472, 42482, 43015, 44162, 44231, 44232, 44442, 45149, 45433, 45480, 45524, 45802, 45805, 46302, 46433, 46496, 46515, 46524, 47071, 47082, 47130, 47383, 47577, 47680, 47819, 47836, 47837, 47843, 48183, 48194, 48320, 48420, 48458]\n",
      "\n",
      "VBG DT NNS eos\n",
      "[270, 4952, 6135, 28305, 28875, 29466, 43092, 43715, 46482]\n",
      "\n",
      "NN VBZ VBN IN DT NN eos\n",
      "[271, 4515, 9580, 10696, 12467, 16013, 16817, 21877, 25165, 26630, 26839, 28621, 28671, 36208, 38003, 38009, 38558, 38571, 38591, 39222, 40551, 41293, 46191, 46248, 47759]\n",
      "\n",
      "NN IN NN eos\n",
      "[272, 934, 1188, 4923, 5617, 18879, 23015, 41697, 47237]\n",
      "\n",
      "NN VBZ VBG DT NN NN eos\n",
      "[274, 285, 2286, 7603, 7629, 8602, 8622, 8833, 13898, 14608, 14622, 19123, 19815, 26475, 26905, 26909, 27009, 33533, 39999, 40502, 42336, 42941, 44084, 45060, 45849]\n",
      "\n",
      "NN VBD DT NN IN NN NN eos\n",
      "[275, 29148]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN IN DT NN eos\n",
      "[276, 2811, 2968, 35967, 40449]\n",
      "\n",
      "DT NN VBZ NN eos\n",
      "[283, 325, 358, 359, 629, 1297, 1750, 1766, 2781, 3107, 3399, 3417, 3580, 4793, 6411, 8556, 8685, 8911, 9897, 10404, 10414, 11182, 13435, 13479, 14327, 14742, 15148, 15483, 15682, 15725, 17123, 17728, 17747, 17756, 18371, 19920, 19921, 20934, 20965, 21177, 21566, 22257, 22258, 22717, 22719, 24875, 24994, 25009, 25039, 25057, 25453, 26136, 26783, 27321, 27341, 27962, 31070, 31852, 31888, 31978, 32252, 32947, 33442, 33726, 33739, 33974, 34574, 36835, 37006, 37474, 37509, 37519, 38559, 40287, 40683, 41000, 41323, 41341, 41349, 41355, 41379, 41516, 43318, 45559, 46744, 46772, 48352, 48512]\n",
      "\n",
      "DT NN VBZ VB DT NN IN NN eos\n",
      "[291, 4019]\n",
      "\n",
      "DT NN VBZ VBG TO VB DT NN eos\n",
      "[292, 3899, 3926, 3951, 6171, 12618, 15365, 15744, 17052, 17057, 17059, 17068, 17332, 18170, 18186, 18197, 18689, 20746, 22324, 22345, 24054, 24538, 24563, 28903, 30026, 30099, 30108, 32597, 32598, 32983, 35990, 36148, 36173, 37216, 38189, 40058, 41986, 44105, 44547, 44573, 44592, 47045, 47053, 47058, 47511, 48691]\n",
      "\n",
      "DT JJ NN VBZ DT NN eos\n",
      "[297, 1468, 3903, 4029, 5030, 7369, 8038, 10389, 15303, 15308, 15349, 15350, 15351, 15454, 17468, 22108, 22189, 30325, 30343, 30762, 34130, 34552, 35172, 39065, 42198, 44170, 45381]\n",
      "\n",
      "DT JJ NN VBZ VBG DT NN IN DT NN NN eos\n",
      "[298, 26060]\n",
      "\n",
      "DT JJ NN VBZ VBG DT NN IN DT NN eos\n",
      "[299, 304, 1070, 4415, 15643, 20363, 20730, 26066, 29836, 30962, 33423, 37903, 41530, 43232, 48075]\n",
      "\n",
      "DT JJ NN VBZ VBG DT NN NN eos\n",
      "[303, 5290, 5349, 10098, 10744, 15345, 15346, 15357, 16915, 21788, 24006, 29157, 32168, 33472, 34129, 41888, 44261]\n",
      "\n",
      "DT JJ NN VBZ VBG TO VB DT NN eos\n",
      "[308, 17044, 22373]\n",
      "\n",
      "DT JJ NN VBG NN eos\n",
      "[311, 578, 935, 5091, 5315, 5564, 9297, 10185, 15338, 20733, 26315, 26359, 26427, 26433, 30581, 30601, 32474, 37221, 40723, 42824, 44800]\n",
      "\n",
      "JJ NN VBZ VBG WRB TO VB DT NN eos\n",
      "[314, 43566]\n",
      "\n",
      "DT NN VBZ VBG TO VB NN eos\n",
      "[320, 17143, 20131, 27764, 31296, 31335, 31342, 32986, 45671, 46540, 46752]\n",
      "\n",
      "DT JJ NN IN NN eos\n",
      "[321, 6827, 7457, 9439, 10764, 16210, 16957, 17485, 18363, 19996, 20074, 20286, 23651, 24696, 28337, 34416, 36349, 44656, 45410, 47839, 47898]\n",
      "\n",
      "DT NN VBZ IN IN DT NN IN DT NN eos\n",
      "[324, 6808, 15397]\n",
      "\n",
      "DT NN VBZ IN DT NN CC NNS eos\n",
      "[326, 36702]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN NN eos\n",
      "[328, 347, 1487, 2523, 2552, 3901, 3922, 3954, 4054, 4854, 5124, 5627, 6180, 6537, 7134, 7432, 7775, 7783, 7803, 7804, 7805, 7874, 7906, 8470, 8638, 8639, 8643, 10255, 10272, 10341, 10346, 10352, 10366, 10545, 10546, 10547, 10548, 10564, 10848, 10998, 11251, 11253, 11260, 11309, 11338, 11343, 11371, 11667, 12713, 12867, 12890, 13675, 14579, 14590, 14925, 15191, 15199, 15218, 15228, 15877, 17070, 17076, 17310, 17325, 17345, 17346, 17347, 17348, 17349, 17372, 17376, 17555, 17556, 18166, 18171, 18174, 18179, 18185, 19828, 19846, 19986, 19988, 20232, 20555, 21232, 21732, 24071, 24150, 24341, 25606, 26922, 27172, 27244, 27245, 27246, 27247, 27251, 27254, 27269, 27400, 27419, 27420, 27438, 28501, 28802, 28818, 28841, 28958, 28968, 28995, 29159, 29185, 29576, 29885, 30372, 30786, 30800, 31088, 31115, 31123, 33428, 33864, 34879, 34894, 34901, 35495, 35519, 36264, 37907, 38053, 38069, 38081, 38144, 38948, 38990, 39067, 39068, 39074, 39076, 39091, 41900, 41992, 42024, 42367, 42371, 42375, 42391, 42647, 43254, 43419, 43421, 43427, 43429, 43437, 43445, 43446, 43449, 43482, 44225, 44275, 44285, 44615, 44628, 44756, 45234, 45296, 45375, 45414, 45470, 45486, 45618, 46574, 47369, 47498, 47507, 47509, 47513, 47534, 47881, 47882, 47914, 48115, 48140, 48142, 48154, 48576]\n",
      "\n",
      "DT NN VBZ VBG JJ eos\n",
      "[329, 341, 342, 349, 350, 672, 1148, 1961, 1972, 3430, 3433, 3434, 3459, 3463, 3478, 3495, 3496, 3499, 4522, 5379, 5392, 6947, 6955, 7453, 7532, 8816, 8903, 10128, 11633, 11672, 11934, 11950, 11956, 11968, 12253, 12259, 12272, 12622, 13049, 13072, 13964, 14447, 14561, 15165, 15173, 15177, 15181, 15183, 15190, 15406, 15831, 15834, 15837, 15846, 15858, 15878, 16599, 17745, 17934, 18885, 19779, 21882, 23761, 24610, 24766, 24942, 25184, 25186, 25190, 25191, 25195, 25198, 25199, 25203, 25872, 25888, 25891, 29721, 30269, 31195, 31862, 32037, 32240, 32485, 33166, 33205, 33211, 33289, 33724, 33814, 34814, 35526, 35638, 36615, 37053, 37058, 37068, 37072, 37088, 37099, 37101, 37104, 37108, 37123, 37124, 37135, 37140, 37146, 37150, 38256, 38706, 38717, 38722, 38731, 38759, 38766, 38993, 39585, 39586, 40451, 40455, 40457, 40468, 40474, 40475, 40483, 41017, 41035, 41236, 41271, 41273, 41276, 41496, 41593, 41601, 41602, 41608, 41610, 41618, 41622, 41626, 41629, 41630, 41631, 41636, 41642, 41645, 41652, 41659, 41667, 43354, 43355, 43851, 43933, 46403, 46424, 46428, 46476, 46888, 46903, 47554, 47735, 48295, 48589, 48590, 48599, 48600, 48602, 48609, 48615, 48627, 48628]\n",
      "\n",
      "DT JJ NN VBZ VBG IN NN eos\n",
      "[331, 4753, 13188, 14677, 21648, 23290, 28407, 28418, 28421, 28430, 29573, 31876, 33867, 36501, 36558, 44813, 44835, 44840, 44871]\n",
      "\n",
      "NN VBG IN NN eos\n",
      "[336, 6664, 12176, 17819, 20155, 20285, 23150, 28475, 30379, 36124, 36579, 43247, 44759, 45343]\n",
      "\n",
      "VBG IN DT NN eos\n",
      "[337, 1898, 4127, 7938, 29949, 35145, 41338]\n",
      "\n",
      "JJ NN eos\n",
      "[338, 1595, 2517, 3155, 5570, 7842, 9340, 10357, 11057, 12829, 15946, 18436, 21887, 23225, 24851, 27030, 35916, 37956, 40251, 44535, 46897, 46981, 46982, 46986, 47877, 48773]\n",
      "\n",
      "DT NN VBZ PRP$ NN eos\n",
      "[344, 514, 1116, 1464, 1503, 3827, 4815, 5069, 5232, 6470, 7270, 7643, 7882, 8245, 9952, 9953, 9955, 9976, 9998, 10223, 10230, 10242, 10482, 13226, 13246, 15674, 19959, 20891, 28367, 28374, 28718, 29287, 31251, 31254, 32959, 36763, 37662, 37689, 37691, 41971, 42976, 43324, 43768, 43791, 45640, 46393, 47096, 47119, 47121, 47131, 48361, 48404, 48417]\n",
      "\n",
      "DT NN IN DT JJ NN NN IN DT NN eos\n",
      "[345, 35032]\n",
      "\n",
      "DT NNS VBZ VBG IN DT NN eos\n",
      "[360, 2555, 7454, 7491, 8802, 10330, 10868, 17543, 20894]\n",
      "\n",
      "DT NN VBD RP DT NN NN eos\n",
      "[363, 22909, 24350, 24371, 28734, 33157, 33517, 38922, 39291, 39323, 41686]\n",
      "\n",
      "DT NN VBZ VBG IN NN IN DT NN eos\n",
      "[365, 4113, 4141, 4465, 7431, 7440, 7445, 8420, 8888, 9889, 10177, 10291, 15370, 15377, 21499, 21502, 21521, 21522, 22730, 23929, 28803, 29667, 30415, 30450, 30452, 35312, 36357, 39643, 40151, 46863, 48529]\n",
      "\n",
      "DT NN CC DT JJ VBP IN DT NN eos\n",
      "[368, 398]\n",
      "\n",
      "DT NN CC DT JJ VBP VBG IN DT NN eos\n",
      "[369, 18706]\n",
      "\n",
      "DT NN CC PRP$ JJ VBP IN DT NN eos\n",
      "[373, 385]\n",
      "\n",
      "DT CD NNS VBD IN DT NN eos\n",
      "[380, 28029]\n",
      "\n",
      "CD NNS VBP IN DT NN eos\n",
      "[381, 383, 410, 3176, 6871, 8171, 8394, 8402, 8437, 15025, 17030, 18107, 18763, 19540, 20218, 20385, 23214, 23215, 23258, 24640, 25275, 28189, 29017, 29416, 29933, 29936, 29940, 32653, 34017, 37167, 42411, 44955, 45242]\n",
      "\n",
      "CD NNS VBP VBG IN DT NN eos\n",
      "[382, 1194, 1349, 5142, 5144, 5149, 5162, 5441, 5482, 5722, 6703, 6722, 6861, 6862, 6863, 6868, 8167, 8174, 8176, 8177, 8422, 8700, 9357, 11410, 11411, 12136, 12352, 12353, 12416, 12448, 12512, 12729, 12730, 13268, 13325, 15032, 15060, 16555, 17023, 17026, 17779, 18641, 18764, 18769, 18778, 18783, 18789, 19533, 19534, 19539, 19548, 19557, 19574, 20417, 20473, 20835, 20860, 21409, 21921, 23212, 23213, 23251, 23252, 23253, 23277, 24647, 25263, 25270, 25272, 25281, 25287, 25605, 25971, 25972, 27131, 27139, 27479, 27489, 27497, 27619, 28048, 28137, 28138, 28140, 28141, 28142, 28143, 28151, 28154, 28155, 28156, 28157, 28165, 28168, 28172, 28174, 28187, 28188, 29013, 29028, 29031, 29032, 29033, 29035, 29406, 29411, 29426, 29427, 29441, 29442, 29443, 29924, 29927, 29931, 29935, 29937, 29951, 29955, 29958, 31563, 32654, 33306, 33312, 34382, 34842, 35364, 35369, 36512, 36513, 36514, 36527, 36531, 36538, 36543, 36553, 37178, 37197, 39105, 39111, 39139, 39140, 39162, 40117, 40416, 40429, 40433, 42418, 42508, 42756, 42879, 42889, 42892, 45188, 46447, 48469, 48472, 48473, 48489]\n",
      "\n",
      "DT NN IN PRP$ NN eos\n",
      "[386, 4825]\n",
      "\n",
      "NN NN IN DT NN eos\n",
      "[390, 5083, 8339, 8803, 30437, 34064, 35812, 38180, 41297]\n",
      "\n",
      "DT NN NN NN eos\n",
      "[395, 1449, 2059, 2542, 3291, 4698, 4795, 5102, 5109, 5120, 6169, 6202, 6389, 7870, 8107, 10727, 10977, 11245, 11882, 12443, 12686, 12963, 13133, 13624, 13671, 14243, 14524, 14849, 15705, 15706, 15734, 15809, 16141, 16342, 16960, 17373, 17855, 17983, 18045, 19266, 19694, 20102, 20661, 21046, 21129, 21560, 22976, 24723, 24867, 28331, 28779, 29088, 29869, 30763, 30765, 30775, 31168, 31314, 31340, 32237, 33409, 33522, 34509, 34649, 34750, 35045, 35755, 35760, 35776, 37516, 37518, 37571, 37961, 38504, 39388, 39411, 39568, 40305, 40678, 41347, 41628, 41772, 41810, 42271, 42361, 44443, 44651, 44782, 45809, 46100, 46423, 46531, 46622, 46800, 46809, 46810, 48329]\n",
      "\n",
      "DT NN IN NN eos\n",
      "[397, 1030, 2548, 2648, 10862, 11918, 13698, 17232, 17493, 19326, 20130, 23719, 24934, 27592, 34706, 35658, 36119, 42149, 44311, 45174]\n",
      "\n",
      "DT NN VBZ IN DT NN eos\n",
      "[401, 1164, 1170, 1426, 2373, 2561, 3117, 3163, 3226, 3871, 3889, 3900, 3929, 3930, 3939, 3940, 3948, 3952, 3959, 3965, 4245, 4288, 4311, 4332, 4529, 5601, 5647, 5742, 5956, 5974, 5989, 5990, 6011, 6156, 6544, 6563, 6575, 6754, 6755, 6779, 6795, 7076, 7138, 7148, 7149, 7150, 7151, 7464, 7465, 7701, 7811, 8520, 8521, 8555, 8642, 8653, 8882, 9084, 9100, 9114, 9266, 9462, 9725, 9768, 9805, 9816, 10387, 10432, 10540, 10551, 10552, 10560, 10995, 11259, 11306, 11344, 12310, 12472, 12475, 12501, 12502, 12632, 12863, 12884, 12891, 13075, 13108, 13184, 13323, 13984, 13992, 14202, 14339, 14538, 14570, 14571, 14636, 15512, 16200, 16275, 16491, 16831, 16864, 17066, 17328, 17442, 17550, 18081, 18082, 18089, 18099, 18321, 18754, 18873, 19161, 19243, 19850, 20012, 20479, 20482, 20510, 20553, 20570, 20571, 20741, 20869, 21236, 21240, 21271, 21490, 21510, 22392, 22402, 22879, 23318, 23351, 23356, 23357, 23358, 23363, 23582, 23583, 23607, 23608, 23902, 23928, 23939, 23940, 23966, 24155, 24175, 24513, 25686, 25687, 25701, 25704, 26805, 27274, 28793, 28807, 28988, 28990, 29106, 29107, 29108, 29109, 29178, 29570, 29675, 30406, 30442, 31092, 31154, 31492, 31723, 32848, 32875, 33842, 34052, 34085, 34086, 34272, 34561, 34562, 34596, 34604, 34887, 34966, 34992, 35025, 35181, 35190, 35270, 35351, 35352, 35525, 36126, 36217, 36711, 37329, 37505, 37573, 37823, 37894, 38138, 38141, 38149, 38171, 38175, 38176, 39195, 39418, 39662, 39861, 40163, 40317, 40818, 40849, 41982, 42004, 42611, 42619, 43265, 43928, 44107, 44108, 44112, 44114, 44127, 44671, 44716, 44718, 44721, 44727, 44752, 44753, 44754, 45293, 45373, 45469, 45476, 45483, 45623, 45631, 45721, 46492, 46582, 46836, 46837, 46841, 46842, 46844, 46856, 46864, 46882, 47497, 47901, 47945, 48043, 48132]\n",
      "\n",
      "DT NN VBZ VBG TO VB RP eos\n",
      "[409, 9699, 32773]\n",
      "\n",
      "DT NN VBZ VBN eos\n",
      "[413, 1844, 2039, 10662, 10679, 10683, 13796, 16296, 18133, 19101, 20327, 21343, 28204, 28610, 31212, 32392, 32417, 32492, 33514, 41534, 42923, 44321, 46290, 46919, 48718]\n",
      "\n",
      "DT NN VBD PRP NN eos\n",
      "[449, 4161, 7990, 10227, 10493, 12198, 20913, 34137, 34165, 36060]\n",
      "\n",
      "DT NN VBG JJ NNS eos\n",
      "[457, 12421, 16120, 18558, 24890, 28851, 45597]\n",
      "\n",
      "DT NN VBD NNS IN DT NN eos\n",
      "[460, 2785, 2954, 6058, 6063, 8696, 10297, 11759, 11762, 16731, 16835, 26379, 26384, 26880, 27910, 27942, 32030, 34975, 35487, 35960, 35991, 35994, 38305, 38362, 41296, 41449, 41452]\n",
      "\n",
      "DT NN VBZ NNS IN DT NN NN eos\n",
      "[461, 737, 11748, 13845, 15586, 26572, 26575]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NN eos\n",
      "[466, 872, 1117, 1236, 1250, 1470, 1485, 1486, 1499, 2146, 2203, 2271, 2479, 3800, 3802, 3807, 3810, 3820, 3821, 3825, 3828, 3835, 3838, 3844, 3845, 3846, 3848, 4220, 4280, 4838, 4893, 5217, 5230, 6380, 6421, 6478, 6519, 7004, 7018, 7025, 7879, 7986, 7993, 8053, 8084, 8240, 8241, 8242, 8251, 8255, 8269, 8270, 8271, 8272, 8273, 8274, 8275, 8281, 9123, 9192, 9950, 9956, 9957, 9958, 9959, 9962, 9963, 9965, 9975, 9978, 9979, 9980, 9981, 9982, 9983, 9987, 9988, 9990, 9991, 9992, 9997, 10000, 10001, 10160, 10161, 10162, 10180, 10193, 10197, 10213, 10217, 10218, 10219, 10220, 10221, 10222, 10224, 10225, 10228, 10234, 10236, 10237, 10238, 10243, 10244, 10246, 10258, 10463, 10470, 10471, 10472, 10474, 10476, 10477, 10478, 10479, 10480, 10485, 10487, 10495, 10963, 12092, 12096, 12098, 12100, 12117, 12798, 13210, 13224, 13241, 13310, 13340, 13344, 13345, 13357, 13359, 13365, 13372, 13380, 13382, 13385, 13391, 13406, 15762, 15763, 16770, 16786, 17170, 17175, 17188, 18310, 18315, 18324, 19078, 19104, 19851, 19910, 19968, 21507, 24260, 25912, 26122, 26123, 26127, 26134, 27084, 28375, 28377, 28386, 28593, 28693, 28742, 28814, 29063, 29158, 29707, 29718, 29724, 29742, 30617, 30623, 30639, 30880, 30902, 31257, 31262, 31263, 31275, 31278, 31280, 31286, 31292, 31338, 31708, 31715, 31751, 31765, 31784, 32327, 32507, 32508, 32523, 32803, 34113, 34172, 34175, 34208, 34301, 34404, 36940, 36941, 36944, 37677, 37679, 37680, 37688, 37693, 37695, 37699, 37701, 37702, 37705, 37706, 37709, 37711, 37714, 37719, 37804, 37861, 37937, 37953, 37986, 38102, 38103, 38124, 38134, 38177, 39234, 39243, 39261, 39264, 39656, 41054, 42971, 42975, 42986, 42991, 42992, 43096, 43315, 43317, 43320, 43321, 43328, 43330, 43334, 43346, 43762, 43763, 43766, 43769, 43771, 43772, 43775, 43785, 43786, 43787, 43788, 43795, 44229, 46354, 46470, 46530, 47091, 47092, 47093, 47094, 47095, 47097, 47102, 47103, 47104, 47113, 47115, 47122, 47123, 47128, 47133, 47134, 47135, 48180, 48360, 48374, 48391, 48401, 48405, 48411, 48415, 48428, 48643]\n",
      "\n",
      "DT NN VBZ VBG DT NN NNS eos\n",
      "[473, 1585, 2178, 2987, 5921, 12429, 14472, 14903, 16717, 21693, 23872, 23892, 26816, 30600, 31954, 31980, 32264, 37457, 37562, 38850, 38876, 46353, 46474, 48166, 48725]\n",
      "\n",
      "DT NN VBN IN DT NN eos\n",
      "[476, 3942, 4315, 7477, 8519, 9804, 10974, 11351, 14260, 18906, 19965, 22560, 22777, 23370, 30366, 30929, 44655, 44665, 44700, 45447, 46200, 46641]\n",
      "\n",
      "DT NNS VBG NN eos\n",
      "[479, 591, 844, 7044, 11548, 12230, 13504, 18484, 18808, 20459, 24926, 28773, 30058, 30833, 33135, 34674, 35233, 39855, 41185, 48225]\n",
      "\n",
      "DT NNS VBZ VBG eos\n",
      "[480, 2751, 3618, 4918, 5578, 5620, 6066, 8941, 9779, 10486, 10841, 11588, 11731, 11896, 13193, 14586, 14965, 15949, 16143, 16247, 18278, 19182, 21312, 21998, 23438, 24373, 27486, 29703, 30023, 30196, 31163, 31183, 31610, 33674, 33742, 33858, 34045, 37879, 38723, 38805, 39097, 40250, 40303, 41102, 41701, 43900, 44678, 45228, 45974, 47282, 47296, 48575]\n",
      "\n",
      "DT NN VBZ VBG NN NNS eos\n",
      "[485, 1624, 2433, 2715, 3595, 5919, 5922, 5934, 5937, 6036, 6298, 6308, 6443, 7609, 8603, 8613, 11497, 13567, 14498, 16142, 16687, 16698, 17381, 17383, 17392, 19052, 19066, 21785, 23837, 24829, 26360, 26478, 27554, 31392, 34193, 34218, 36838, 37508, 37533, 38822, 38823, 38873, 40019, 40023, 40039, 40308, 41687, 41698, 41946, 41952, 41965, 44155, 44168, 45155, 45157, 46223, 46266, 46310, 46361, 46380, 47454]\n",
      "\n",
      "DT NN VBZ VBG RP IN DT NN NN eos\n",
      "[492, 18176, 25690, 27256]\n",
      "\n",
      "NN VBG NN eos\n",
      "[496, 1626, 3232, 3388, 3888, 9273, 11518, 11806, 15155, 15354, 16113, 16439, 17765, 19912, 21028, 26079, 26204, 26474, 28847, 29292, 33066, 33275, 33398, 33816, 38334, 38503, 38543, 38628, 38691, 38982, 39121, 39196, 39250, 41153, 41194, 41337, 42287, 43102, 43557, 43744, 45388, 45440, 47722]\n",
      "\n",
      "CD NN VBG NN eos\n",
      "[497, 6420, 9515, 11276, 14490, 19914]\n",
      "\n",
      "DT NN VBG DT NN IN NN NN eos\n",
      "[499, 7678, 11854]\n",
      "\n",
      "DT NN VBZ VBG IN DT JJ NN NN eos\n",
      "[501, 2577, 2681, 4068, 5025, 5606, 15204, 27268, 37844, 44598, 47496]\n",
      "\n",
      "PRP VBZ JJ eos\n",
      "[509, 14553, 21553]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN NN eos\n",
      "[510, 1033, 3009, 4491, 4501, 4942, 5108, 8448, 9599, 9878, 11074, 11867, 13162, 13399, 13529, 13655, 17122, 17371, 24624, 25075, 26616, 31656, 31659, 32811, 34827, 37992, 37996, 38425, 38607, 40578, 43105, 45562, 46170, 46240, 46283, 46366, 47392, 47476, 48178, 48746, 48749, 48766, 48776]\n",
      "\n",
      "DT NN VBZ eos\n",
      "[511, 16278, 17458, 37438, 37445, 45115]\n",
      "\n",
      "DT NN VBZ VBG DT NN TO VB eos\n",
      "[516, 6050, 11646, 16470, 18085, 25777, 32577, 34314, 34339, 35644, 36784]\n",
      "\n",
      "NNS VBP VBG eos\n",
      "[521, 1091, 1113, 1313, 1316, 1321, 1439, 1810, 2501, 2510, 5480, 5481, 5712, 6148, 6734, 6873, 6891, 6896, 6997, 6998, 6999, 7011, 7013, 7020, 7035, 7067, 7070, 7078, 7193, 7196, 7214, 7303, 7860, 8429, 8557, 8763, 8768, 8771, 8785, 8893, 9079, 9352, 9353, 9365, 9368, 9371, 9373, 9381, 9382, 9493, 10112, 10811, 10826, 10843, 11384, 11412, 12594, 12732, 12734, 12756, 12762, 13303, 14976, 14981, 14987, 15004, 15054, 16224, 16245, 16398, 16541, 16558, 16570, 16619, 16644, 16645, 16656, 17011, 17012, 17016, 17017, 17018, 17034, 17613, 17823, 18123, 18570, 18576, 18601, 18771, 19322, 19442, 19563, 20431, 20836, 20838, 21084, 21089, 21410, 21828, 21832, 21833, 21854, 21855, 21856, 21957, 21960, 21961, 21984, 22016, 22019, 22020, 22412, 22414, 22429, 22437, 22809, 22810, 23421, 23426, 23429, 23439, 24444, 24453, 24468, 24476, 24721, 25377, 25749, 26153, 26154, 26162, 26164, 26166, 26169, 26181, 26183, 27129, 27137, 27208, 27221, 28057, 28175, 28279, 28499, 29370, 29433, 29436, 29437, 29438, 29838, 29921, 29948, 30548, 30733, 31011, 31020, 31225, 31239, 31587, 32174, 32299, 32300, 32656, 32886, 33026, 33334, 34012, 34015, 34020, 34029, 34032, 34034, 34041, 34394, 34395, 34396, 34397, 35413, 35466, 35563, 35788, 35792, 35793, 35801, 35811, 35814, 35815, 35818, 35839, 36154, 36179, 36202, 36537, 36544, 36845, 36857, 36869, 36873, 37188, 37621, 38252, 39109, 39114, 39126, 39151, 39157, 39161, 39499, 39523, 39526, 39527, 40119, 40134, 42497, 42498, 42499, 42511, 42518, 42522, 42529, 42546, 43413, 43580, 43581, 43595, 43600, 43603, 44054, 44501, 45226, 45227, 45353, 45638, 46464, 46645, 46648, 46666, 47404, 47438, 48524, 48651]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN IN PRP$ NN eos\n",
      "[522, 12986]\n",
      "\n",
      "DT NN CC NN VBP VBG IN DT NN eos\n",
      "[525, 9485, 12124, 12126, 12130, 12144, 12976, 13251, 13252, 13284, 13294, 19437, 19443, 19465, 20530, 22138, 22143, 22149, 23208, 23230, 23231, 23483, 23491, 23506, 25596, 25597, 25608, 32916, 36298, 44926, 44927]\n",
      "\n",
      "NNS VBP DT NN eos\n",
      "[526, 4944, 26598, 29829, 35469, 39782]\n",
      "\n",
      "DT NN VBZ DT NN RP eos\n",
      "[527, 15375, 43206, 43214]\n",
      "\n",
      "DT NN NN IN NN eos\n",
      "[530, 4305, 4894, 5195, 6174, 6191, 13701, 14204, 19075, 19900, 20143, 20249, 21491, 22476, 24726, 29745, 30439, 31166, 32117, 33897, 35189, 35200, 37960, 46869, 46971]\n",
      "\n",
      "DT NN VBZ VBG TO DT NN eos\n",
      "[532, 549, 4849, 4925, 6008, 8253, 8760, 9008, 10794, 13916, 18863, 19081, 22176, 22177, 22767, 22988, 24122, 24388, 32362, 34866, 36019, 36717, 39515, 39677, 39744, 44738, 44964, 44970, 48234]\n",
      "\n",
      "DT NNS CC NNS VBZ VBG eos\n",
      "[533, 14312, 36877, 47299]\n",
      "\n",
      "CD NNS VBP VBG IN NN IN DT NN eos\n",
      "[534, 10106, 33347, 42492]\n",
      "\n",
      "PRP VBP VBG eos\n",
      "[535, 4951, 9783, 11269, 16553, 18586, 19296, 22059, 22433, 23280, 24701, 30533, 30550, 31247, 31645, 31679, 32903, 33040, 34027]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN NN eos\n",
      "[539, 1032, 1039, 1497, 2033, 2072, 6255, 6434, 8081, 8134, 8672, 9604, 9675, 10270, 11138, 11682, 13443, 13464, 13551, 13680, 13706, 13900, 14000, 14270, 14577, 17505, 18207, 18539, 23114, 23772, 26718, 26721, 27534, 28361, 28606, 29587, 30819, 32120, 32920, 33013, 33225, 33251, 33263, 34765, 34773, 36285, 36629, 37918, 38697, 38738, 39707, 41033, 42677, 42710, 42711, 42717, 43106, 43757, 45906, 47178, 48775]\n",
      "\n",
      "DT NN VBD TO VB eos\n",
      "[543, 16981]\n",
      "\n",
      "DT NN NN eos\n",
      "[545, 992, 999, 1014, 1018, 1028, 1206, 1418, 1423, 4067, 4277, 4303, 4325, 4396, 5418, 5597, 5611, 6146, 6196, 6978, 7161, 7183, 7265, 7278, 7360, 7397, 7446, 7455, 8025, 8367, 9197, 9302, 9308, 9743, 10057, 10528, 10567, 10570, 10771, 12177, 12264, 12400, 12574, 12968, 13083, 13204, 13242, 13326, 13327, 14324, 14370, 14483, 14511, 14592, 15431, 15670, 16406, 17182, 17297, 17943, 18673, 19074, 20028, 20150, 20165, 21170, 21259, 21446, 21650, 21654, 22631, 22762, 22986, 23373, 23946, 24564, 25824, 25825, 26496, 26521, 27096, 27105, 27116, 27122, 27162, 27192, 27276, 28829, 28945, 28969, 29073, 30115, 30155, 30501, 31052, 31171, 31174, 31204, 31725, 31959, 33493, 34345, 35105, 35331, 35913, 36169, 36656, 36694, 38161, 38212, 38702, 39456, 40242, 40850, 42045, 42793, 42797, 42913, 42956, 43165, 43292, 43337, 44286, 44536, 44862, 45608, 45655, 45673, 45687, 45778, 46670, 46931, 46980, 47207, 47512, 48091, 48379, 48384, 48571, 48583, 48668]\n",
      "\n",
      "NNS VBP VBG NN eos\n",
      "[547, 3984, 3985, 3988, 3996, 4000, 5183, 5184, 5192, 5203, 5208, 6220, 8091, 11110, 11380, 11400, 17605, 17681, 17707, 17708, 17821, 17824, 18491, 18503, 18510, 20214, 21375, 21927, 22039, 22043, 22044, 22055, 22057, 22063, 22127, 22131, 22386, 22782, 23283, 23967, 23968, 24689, 24708, 25392, 29367, 29368, 29774, 29775, 29806, 29807, 30038, 30039, 30049, 30064, 30278, 30982, 30983, 31001, 31003, 31006, 31016, 31031, 31032, 31558, 31930, 32942, 33134, 33137, 35052, 35054, 35058, 35059, 35060, 35063, 35073, 35076, 35081, 35511, 35534, 35543, 35544, 35579, 35580, 35581, 36355, 36407, 36409, 38032, 39158, 39816, 39817, 39819, 39829, 39833, 39841, 39844, 39845, 39852, 40256, 40261, 40263, 40274, 42494, 42515, 42535, 43146, 43178, 43393, 43396, 43402, 43408, 45208, 46644, 46649, 48236, 48523, 48548]\n",
      "\n",
      "NNS VBP VBG DT NN eos\n",
      "[550, 1078, 5696, 6121, 6134, 6138, 6152, 7058, 8114, 8418, 8784, 8961, 8967, 8982, 12827, 12851, 16458, 20208, 20211, 20403, 20404, 20405, 22036, 22914, 24687, 24688, 25767, 27226, 29418, 29822, 30041, 30992, 31237, 31552, 31579, 31933, 32274, 32275, 33059, 33942, 34861, 35372, 35386, 37170, 37957, 37980, 39783, 39842, 40180, 42907, 43391, 45179, 45180, 45218, 45756, 45757, 45765, 47397]\n",
      "\n",
      "DT NN VBZ VBG DT DT NN eos\n",
      "[554, 4931, 7111, 8957, 20572, 37826, 38113]\n",
      "\n",
      "DT NN VBZ JJ NNS IN DT NN eos\n",
      "[568, 2760, 11761, 24797, 26788, 26827, 26862, 30805, 31607, 34667, 34693, 48745]\n",
      "\n",
      "DT NN VBZ DT JJ NN eos\n",
      "[569, 880, 1908, 2222, 2280, 4777, 4814, 4904, 10587, 10598, 11991, 12776, 12808, 13558, 13717, 13724, 13907, 14855, 16072, 16102, 16433, 17487, 18681, 18758, 18876, 18902, 19669, 19701, 19703, 19719, 19740, 19750, 21021, 21561, 23408, 23412, 24530, 24843, 24868, 25185, 26262, 27354, 28480, 28804, 28806, 29479, 30283, 32358, 33100, 33484, 34484, 34721, 34728, 34751, 36056, 37761, 37834, 38213, 38364, 38975, 40604, 40643, 40699, 40700, 40717, 41635, 41843, 41918, 42943, 43806, 43872, 43946, 43947, 43960, 43970, 44218, 44407, 45239, 45541, 45545, 45791, 45965, 46509, 47146, 47451, 48446, 48447]\n",
      "\n",
      "DT NN VBD NNS IN DT JJ NN eos\n",
      "[571, 22583, 22586, 22595, 43469]\n",
      "\n",
      "WRB TO VB NN eos\n",
      "[576, 630, 973, 4618, 15822, 31571, 33627, 34678, 41163, 41472, 42600, 43160, 43161, 46700]\n",
      "\n",
      "DT NN VBZ NNS IN DT NN eos\n",
      "[577, 1660, 1977, 2943, 3604, 3686, 3771, 6062, 6459, 6684, 7089, 8683, 9546, 10282, 10628, 11566, 11573, 11583, 13586, 15084, 15630, 17388, 19069, 23136, 24798, 24799, 24806, 25130, 26644, 26835, 27912, 27913, 28579, 29188, 31191, 34905, 34914, 35958, 36902, 40382, 41084, 41134, 41262, 41445, 41744, 41762, 46232, 46396]\n",
      "\n",
      "VBG WRB TO VB NN eos\n",
      "[584, 33210, 41502]\n",
      "\n",
      "DT NN VBZ JJ NNS TO DT NN eos\n",
      "[585, 11569]\n",
      "\n",
      "PRP VBZ VBG NNS eos\n",
      "[587, 14161, 16602]\n",
      "\n",
      "NNS VBP VBG VBN IN DT NN NN eos\n",
      "[593, 48679]\n",
      "\n",
      "DT NN VBZ DT NN IN NNS eos\n",
      "[598, 2794, 2812, 5485, 5527, 7607, 13723, 14922, 29636, 29998, 38962, 39008, 41706, 42083, 43615, 47738]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NNS eos\n",
      "[602, 686, 946, 950, 1286, 1289, 1919, 2193, 2410, 2424, 2425, 2426, 2434, 2447, 2448, 3431, 3461, 3494, 4253, 4571, 4990, 4997, 5488, 5494, 5505, 5519, 5520, 5522, 5523, 5530, 5531, 5540, 5544, 5814, 7664, 8049, 8142, 11938, 11975, 13633, 14141, 14558, 14910, 16425, 16751, 16764, 17253, 18559, 18562, 18594, 19350, 19378, 19380, 19495, 21313, 23127, 23838, 24182, 24918, 24921, 25017, 25863, 26087, 26089, 26096, 26309, 27684, 27899, 29991, 32007, 32397, 33801, 37051, 37724, 38318, 38370, 38790, 38902, 38955, 38963, 39003, 39004, 40080, 40100, 41322, 41399, 41475, 41557, 41634, 41714, 41790, 42082, 42084, 43617, 44087, 44140, 45593, 45816, 45826, 45935, 47635, 47742, 48331, 48364, 48385]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT JJ NN eos\n",
      "[608, 1597, 6037, 6657, 7648, 10022, 10883, 14035, 14091, 16481, 17502, 17511, 17970, 18222, 18237, 26935, 28233, 28743, 31064, 37786, 38289, 40291, 41831, 41865, 42076, 43539, 45960, 46791, 46815, 48737]\n",
      "\n",
      "DT NN VBZ VBG , CC VBG DT NN eos\n",
      "[609, 31040]\n",
      "\n",
      "NN VBZ VBG DT JJ eos\n",
      "[611, 2404, 6964, 11946, 32387]\n",
      "\n",
      "DT NN VBZ NNS eos\n",
      "[615, 960, 1225, 1237, 1512, 1767, 1786, 2113, 2129, 2188, 3264, 3567, 3592, 3745, 4282, 5532, 6290, 10629, 11656, 11913, 16035, 17270, 21210, 21775, 23105, 23137, 26339, 26539, 26566, 27576, 29189, 29654, 31859, 32379, 33197, 33798, 35461, 35462, 35478, 35970, 37650, 38801, 38869, 39014, 39339, 39908, 39911, 39970, 40371, 40383, 40384, 41106, 41764, 42576, 42601, 43547, 44159, 44181, 45827, 45998, 47713]\n",
      "\n",
      "DT NN VBD RP DT NN eos\n",
      "[616, 1306, 1614, 1634, 1742, 3590, 3599, 4366, 4717, 4730, 5743, 5744, 5745, 5892, 5896, 9695, 9712, 17083, 19524, 19589, 19628, 19631, 20953, 20954, 20968, 22859, 22878, 25193, 28380, 28400, 28976, 30137, 30221, 30222, 37148, 37899, 38970, 38971, 40091, 40095, 40108, 44559, 45852, 45869, 45895, 45944, 47650, 48054, 48057, 48070]\n",
      "\n",
      "DT NN VBG NNS eos\n",
      "[617, 800, 879, 881, 1978, 2211, 2707, 6103, 6975, 9513, 9558, 10145, 11691, 12824, 14156, 14493, 14698, 14699, 14744, 14758, 14781, 14783, 15594, 16081, 19473, 21589, 22594, 23125, 26080, 26109, 27681, 27682, 27683, 29591, 30625, 30644, 33519, 33741, 34928, 37089, 40001, 40440, 42009, 43548, 44132, 47391, 48195, 48597]\n",
      "\n",
      "DT NN VBG eos\n",
      "[621, 712, 752, 836, 876, 974, 1542, 1628, 1715, 2518, 2879, 2907, 2934, 3393, 3418, 3646, 3761, 4535, 4577, 4726, 5510, 6107, 6352, 6583, 7529, 9459, 9460, 9759, 10799, 11049, 11520, 11740, 11772, 11889, 11929, 12074, 12173, 12397, 12746, 12894, 13594, 14374, 15850, 15876, 15973, 16119, 16277, 17456, 17907, 17960, 18578, 18934, 20176, 20957, 21303, 22789, 24970, 25114, 25145, 25365, 25506, 25550, 25881, 26551, 26588, 26635, 26669, 26702, 26779, 26819, 26849, 26889, 27224, 27562, 28012, 28307, 29468, 29888, 31142, 32973, 33116, 33168, 33405, 33621, 33651, 33684, 34299, 35044, 37040, 37332, 37443, 38125, 38257, 38377, 38445, 38668, 38754, 38808, 38984, 39021, 39685, 39797, 39916, 40406, 41154, 41196, 41305, 41544, 41661, 42993, 43087, 43286, 44384, 44892, 45099, 45105, 45745, 46260, 47022, 47469, 47944, 48383, 48490]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN eos\n",
      "[624, 900, 903, 1309, 1731, 1907, 2027, 2390, 3468, 3484, 3597, 4705, 4710, 4714, 4715, 4723, 5736, 5737, 5760, 5905, 5910, 5980, 6179, 6960, 7394, 7925, 8939, 9778, 10130, 10136, 10137, 10144, 10147, 10148, 10154, 10289, 10305, 10818, 10849, 10980, 11434, 11686, 11696, 12297, 12298, 12299, 12302, 12307, 12318, 12326, 12388, 12578, 14150, 14702, 14707, 14746, 14789, 16257, 16293, 16304, 16315, 17073, 17074, 17075, 17082, 17087, 17106, 17117, 17279, 17434, 17568, 17933, 17938, 17942, 17947, 17951, 17954, 17955, 17962, 18088, 18098, 19120, 19356, 19370, 19372, 19513, 20194, 20196, 20199, 20203, 20258, 20870, 20874, 20888, 21131, 21473, 21567, 21569, 21580, 21582, 21584, 21586, 21595, 21597, 21608, 21609, 22610, 22823, 22838, 22895, 22908, 23799, 24509, 25028, 25837, 25846, 25974, 25975, 25998, 26068, 26069, 26077, 26545, 26586, 26955, 27559, 27580, 27587, 27882, 28373, 28376, 28403, 28512, 28619, 28658, 28951, 29657, 29897, 29903, 29908, 29914, 29922, 30207, 30208, 30209, 30210, 30212, 30220, 30225, 30232, 30233, 30234, 30235, 30236, 30238, 32078, 32080, 32081, 32083, 32085, 32087, 32088, 32095, 32102, 32104, 32109, 32388, 32465, 32844, 32846, 32856, 32859, 32869, 32876, 33152, 33358, 33360, 33412, 33413, 33414, 33424, 33453, 33529, 33736, 34049, 34050, 34073, 34229, 34234, 34251, 34252, 34258, 34260, 34267, 34441, 34760, 35261, 35262, 35271, 35283, 35293, 35301, 35335, 36716, 36720, 36742, 38312, 38851, 39009, 39284, 39285, 39303, 39307, 39630, 39750, 39771, 39972, 39979, 40208, 40835, 41010, 41015, 41021, 41024, 41049, 41331, 41366, 41370, 41407, 42567, 43033, 43035, 43040, 43174, 43351, 43372, 43911, 43912, 43913, 43931, 44075, 44134, 44550, 45012, 45016, 45027, 45065, 45833, 45836, 45863, 46991, 47007, 47228, 47708, 47719, 47768, 48050, 48103, 48105, 48106, 48119, 48138, 48637, 48654, 48660]\n",
      "\n",
      "PRP VBZ VBG DT NN eos\n",
      "[631, 1282, 1619, 3001, 3677, 4422, 11703, 11704, 11954, 11990, 13812, 14285, 15179, 21145, 25030, 25061, 25616, 26082, 26131, 26743, 27505, 31865, 33241, 34144, 35704]\n",
      "\n",
      "DT NN NNS CC VBZ DT NN eos\n",
      "[640, 5775, 6369, 11976, 12661, 14717, 18349, 22653, 22661, 27540, 28859, 29059, 36643]\n",
      "\n",
      "NN VBD RP DT NN eos\n",
      "[642, 644, 674, 681, 2107, 2165, 47281]\n",
      "\n",
      "NN VBZ VBG DT NN IN JJ NNS IN DT NN eos\n",
      "[643, 46781]\n",
      "\n",
      "NNS VBP VBG VBD eos\n",
      "[646, 2106, 2164, 2227, 2368, 19481, 27643, 48235]\n",
      "\n",
      "NN IN NN NN eos\n",
      "[648, 6974, 11522, 15812, 17784, 21378, 25257]\n",
      "\n",
      "DT NN VBZ VBG VB IN JJ NNS eos\n",
      "[653, 660]\n",
      "\n",
      "DT JJ JJ NN eos\n",
      "[656, 1534, 18051, 25852, 28504, 32636, 36679, 36699, 40157]\n",
      "\n",
      "RB RB JJ NN eos\n",
      "[670, 43259, 46576]\n",
      "\n",
      "DT NN VBZ RP DT NN eos\n",
      "[679, 833, 952, 1727, 2378, 3412, 3444, 3505, 4330, 4706, 4713, 5738, 5778, 5981, 8937, 10011, 10041, 10042, 10043, 10142, 10155, 10961, 11616, 11943, 11949, 11988, 12328, 12338, 13914, 13923, 14123, 15113, 16110, 16263, 16274, 17435, 17562, 17735, 17936, 17948, 19397, 19399, 20190, 20704, 20976, 21100, 21114, 21574, 21579, 23463, 23667, 24372, 24812, 25425, 27202, 28081, 28125, 28370, 28378, 28382, 28388, 28394, 28404, 29316, 29904, 29910, 30018, 30214, 30215, 30244, 30245, 30246, 32077, 32089, 33354, 33669, 34238, 34259, 35655, 39313, 39969, 40955, 41334, 41535, 41562, 42319, 43144, 43172, 45018, 45885, 46432, 46995, 47664, 48056, 48061, 48065]\n",
      "\n",
      "DT NN VBZ RP DT NN IN NN eos\n",
      "[692, 2599, 19623, 31985, 33149, 39937, 43485, 47688, 47730]\n",
      "\n",
      "DT NN VBZ RP NNS eos\n",
      "[699, 1605, 2359, 7219, 11438, 11541, 11951, 12024, 19383, 21616, 21617, 21618, 27552, 27589, 29633, 33569, 33583, 33657, 33812, 37735, 38954, 39982, 43625, 43916, 44150, 44991, 47690]\n",
      "\n",
      "DT JJ JJ VBN NN eos\n",
      "[702, 36489]\n",
      "\n",
      "NN VBZ VBG RP DT NN eos\n",
      "[709, 2168, 3594, 5507, 11626, 11960, 14763, 20982, 24349, 25694, 26472, 33521, 39913, 39995, 41656, 44591, 48622]\n",
      "\n",
      "NN VBG DT NNS IN NN eos\n",
      "[710, 1967, 32008]\n",
      "\n",
      "DT NN VBG NN IN JJ NNS eos\n",
      "[713, 9643, 28860]\n",
      "\n",
      "DT CD VBZ VBG DT NN eos\n",
      "[719, 2994, 11935, 11969, 12041, 12539, 19486, 31974]\n",
      "\n",
      "NN NNS VBP eos\n",
      "[723, 2260, 3245, 3517, 7558, 7710, 27909, 33791, 39967]\n",
      "\n",
      "DT NN VBZ VBN NNS eos\n",
      "[725, 26790, 41438]\n",
      "\n",
      "DT NN VBZ VBG VBN NNS eos\n",
      "[730, 742, 1562, 2225, 2237, 2248, 3225, 3242, 3253, 3255, 3781, 3795, 37256, 37269, 37285, 39238, 39257, 39266, 41467, 43117, 43134]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN DT NN NN eos\n",
      "[731, 6427, 25717, 29988, 40207, 42684]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN IN DT NN NN eos\n",
      "[732, 2460, 2469, 13482, 34423, 41465]\n",
      "\n",
      "DT NN VBZ VBG VBN NNS IN DT NN eos\n",
      "[733, 3789]\n",
      "\n",
      "DT NN VBG DT NN NN IN DT NN eos\n",
      "[738, 18435, 28323, 35625, 43103, 48127]\n",
      "\n",
      "DT NN VBD DT NNS IN DT NN NN eos\n",
      "[741, 1782]\n",
      "\n",
      "NNS NNS eos\n",
      "[750, 38206]\n",
      "\n",
      "DT NN VBZ VBG RB IN DT NN NN eos\n",
      "[751, 5218, 9229, 18383, 24310, 28666, 31093]\n",
      "\n",
      "NN IN JJ NN eos\n",
      "[755, 20198, 45674, 46449]\n",
      "\n",
      "DT NNS VBG NN IN PRP$ NN eos\n",
      "[756, 41158, 41582, 41778]\n",
      "\n",
      "DT NN VBZ DT JJ NN IN DT NN eos\n",
      "[758, 2474, 2747, 2773, 5377, 6034, 10284, 13829, 14607, 15205, 16521, 18093, 21128, 25081, 26075, 26094, 28613, 30164, 30960, 31631, 32818, 33634, 34292, 35598, 36764, 41007, 41011, 41917, 42995, 43007, 43985, 46843, 47808]\n",
      "\n",
      "DT NNS VBN JJ eos\n",
      "[759, 17679]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN IN NN eos\n",
      "[770, 4599, 4629, 4631, 4632, 11644, 11788, 15568, 17132, 25473, 27841, 38429, 45741]\n",
      "\n",
      "NNS VBP VBN IN DT NN eos\n",
      "[779, 3782, 13036, 36926, 36929]\n",
      "\n",
      "DT NN VBZ VBG NN TO VB eos\n",
      "[783, 3312, 3376, 4589, 11105, 21322, 25467, 25991, 26658, 26869, 27969, 32587, 33606, 34790, 37024, 38389, 38424, 38646, 38932, 46348, 46352, 46964, 46977]\n",
      "\n",
      "NN VBZ VBG VBN eos\n",
      "[786, 6941, 9213, 13008, 14117, 15798, 17670, 17729, 17774, 20006, 20024, 21671, 25024, 28659, 28670, 32260, 33961, 33962, 34003, 35126, 36043, 40454, 42280, 46402, 46412, 47460, 47703, 48620]\n",
      "\n",
      "DT NN VBZ VBG NN IN IN DT NN eos\n",
      "[788, 8209, 13525, 13541, 14865, 14872, 14901, 15485, 24880, 25300, 25316, 26773, 35742, 35768]\n",
      "\n",
      "NN VBZ VBG eos\n",
      "[797, 1020, 1219, 1716, 2536, 2653, 4064, 6357, 6845, 7401, 7531, 8502, 9745, 10245, 12854, 13040, 13420, 15435, 15823, 16877, 17036, 17054, 17184, 18121, 19036, 20512, 21000, 21436, 21699, 21716, 21910, 22417, 23086, 23177, 23394, 23406, 24729, 27570, 27862, 27964, 28974, 30173, 30188, 30889, 30965, 31098, 31129, 31131, 32149, 32371, 33990, 35151, 36034, 36612, 36917, 36948, 37073, 37298, 37403, 37831, 39665, 41269, 42425, 42541, 43439, 44176, 44402, 45841, 46208, 46220, 46261, 46349, 46899, 46925, 47489]\n",
      "\n",
      "DT NN VBZ VBG IN WRB TO VB NN eos\n",
      "[798, 33653, 34302, 38836]\n",
      "\n",
      "DT NN VBZ VBG JJ CC JJ NNS IN DT NN NN eos\n",
      "[804, 41444]\n",
      "\n",
      "DT NN VBZ VBG VBN NN IN NNS eos\n",
      "[806, 2221]\n",
      "\n",
      "DT NN VBZ DT NN NN eos\n",
      "[814, 830, 851, 859, 869, 1231, 2083, 2805, 2972, 3051, 3185, 3668, 4373, 4769, 5017, 5212, 5844, 7611, 7627, 7713, 7791, 8117, 8601, 8610, 8623, 10430, 10555, 10851, 11288, 11715, 11747, 11822, 12195, 12711, 13530, 13684, 14108, 14934, 15275, 15320, 16779, 17249, 17277, 17400, 18426, 18669, 19812, 21382, 22208, 22778, 23797, 24343, 24344, 24780, 24877, 24895, 26133, 26261, 26717, 26933, 27239, 27498, 27529, 28352, 28353, 28729, 29686, 33139, 33604, 33614, 34714, 34774, 35068, 35115, 35212, 35547, 35878, 35996, 36382, 36882, 37284, 37885, 37911, 38497, 39180, 39976, 40698, 41682, 41683, 41694, 42643, 43368, 44460, 44517, 44544, 45976, 46795, 47286, 47329, 47330, 47332, 47357, 47632, 48159]\n",
      "\n",
      "DT NN VBZ NN IN DT NN eos\n",
      "[817, 1656, 1668, 1706, 2736, 2915, 4116, 4468, 4476, 4617, 6511, 9212, 9566, 9740, 11655, 11665, 13394, 13414, 13436, 13574, 13766, 14857, 14858, 14871, 14882, 14884, 15953, 15954, 15967, 17129, 17656, 18460, 22259, 25067, 25069, 25079, 25164, 25294, 25311, 25337, 25481, 26532, 26604, 26606, 26609, 26631, 26696, 27085, 27837, 27850, 27956, 29617, 31352, 31499, 31509, 31604, 31624, 32061, 32073, 32805, 32808, 32830, 33418, 33629, 35733, 35734, 37001, 37317, 38329, 38443, 38517, 38602, 38927, 40293, 40914, 41317, 41459, 46236, 46249, 46255, 46334, 46362, 46370, 46756]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN IN NNS eos\n",
      "[819, 9603, 29966, 43143]\n",
      "\n",
      "DT NNS VBG DT NN eos\n",
      "[824, 5348, 5691, 6415, 8108, 11994, 14068, 16307, 17490, 19451, 21266, 22253, 25058, 26163, 26996, 27309, 29598, 32396, 35274, 35278, 36331, 36362, 36484, 37955, 38228, 38855, 39194, 42093, 45249, 46431, 46802, 47787]\n",
      "\n",
      "DT NN VBZ VBG CC VBG DT NN NN eos\n",
      "[826, 40767, 42016]\n",
      "\n",
      "VBG NN IN DT NN eos\n",
      "[827, 4497, 4608, 6843, 9233, 15556, 15562, 24603, 28651, 30835, 31372, 35975, 36400]\n",
      "\n",
      "DT NN VBD DT NN IN TO DT NN eos\n",
      "[831, 6256, 11881, 33231]\n",
      "\n",
      "WRB TO VB DT JJ JJ NN eos\n",
      "[835, 933, 1744]\n",
      "\n",
      "DT JJ NN IN WRB TO VB NN eos\n",
      "[837, 977, 41339, 45007]\n",
      "\n",
      "NN VBZ VBG NN IN NN eos\n",
      "[838, 3084, 3085, 4604, 11083, 15563, 15903, 15927, 31963, 31967, 38521, 43384]\n",
      "\n",
      "DT NN VBG DT NN IN DT NN NN eos\n",
      "[840, 16727, 16781, 19644, 34898, 36410, 38726, 45749, 46716]\n",
      "\n",
      "DT NN VBZ VBG DT NN CC NN PRP eos\n",
      "[854, 12957, 33286]\n",
      "\n",
      "NN VBZ VBG NN IN DT NN eos\n",
      "[862, 1589, 2741, 2742, 2921, 3027, 3059, 3094, 3315, 4495, 6847, 8231, 10680, 10689, 13010, 13035, 13402, 13418, 13481, 13775, 15086, 15122, 15501, 15801, 15813, 15866, 15959, 15962, 15963, 15971, 17674, 17683, 18208, 19697, 21878, 21911, 22018, 25113, 26641, 27922, 29454, 30860, 31343, 32026, 34283, 34285, 34287, 34465, 38392, 38402, 38455, 38460, 38479, 38491, 38523, 38533, 38561, 38585, 38615, 38617, 38636, 38649, 40036, 40192, 41257, 46197, 46242, 46285, 46295, 46344, 47167, 47171]\n",
      "\n",
      "NN VBD DT JJ NN IN DT NN eos\n",
      "[863, 28298, 36897]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB NN eos\n",
      "[868, 936, 16340, 17872, 22513, 28701, 29627, 36981, 43175, 43545, 47574]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN DT NN eos\n",
      "[871, 2634, 3432, 6022, 6102, 9611, 10316, 11525, 12224, 13744, 13801, 14291, 15227, 15482, 16694, 16801, 16890, 17664, 18420, 19711, 22239, 22263, 22267, 23679, 24743, 25150, 28620, 28634, 28646, 30150, 37993, 40546, 41075, 41870, 42554, 43049, 43458, 47148, 47585, 48010]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN JJ NNS IN DT NN eos\n",
      "[892, 11496]\n",
      "\n",
      "DT JJ NN VBZ IN DT NN eos\n",
      "[901, 10051, 17108, 24951, 24974, 26189, 28497, 29534]\n",
      "\n",
      "DT NN VBG JJ eos\n",
      "[902, 2451, 6203, 6969, 11964, 22284, 25062, 29581, 32529, 34188, 38807, 40110, 40443, 41020, 41048, 47587, 47599, 48611]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB DT NN eos\n",
      "[905, 3849, 5269, 22541, 28210, 28881, 30701, 33998, 39918, 39952]\n",
      "\n",
      "DT NN VBG DT NN VBG NN eos\n",
      "[913, 20735]\n",
      "\n",
      "DT NN VBZ VBG NN IN JJ NNS eos\n",
      "[916, 1906, 1958, 14751, 16044, 41364, 41402, 41732, 46422]\n",
      "\n",
      "DT NN VBZ VBG NNS IN JJ NNS IN DT JJ NN eos\n",
      "[918, 2139]\n",
      "\n",
      "DT NN VBZ VBG CC VBG DT NN eos\n",
      "[920, 1939, 4151, 4162, 4182, 4185, 4758, 4837, 4993, 5747, 6363, 6377, 6386, 6410, 6422, 7109, 7992, 11041, 11320, 11992, 12650, 12655, 12657, 12662, 13099, 13101, 13102, 13111, 13128, 13130, 18348, 18353, 18367, 19398, 20294, 20302, 20303, 20304, 20323, 20324, 21025, 21115, 22067, 22642, 22648, 22649, 22656, 22674, 22686, 25656, 27135, 27337, 27608, 28569, 29060, 29066, 29089, 29091, 29475, 29544, 29753, 30192, 30204, 30738, 30753, 30774, 31051, 32787, 32802, 32963, 34623, 34624, 34628, 34652, 35014, 36051, 36090, 36481, 36486, 37120, 40084, 40740, 41480, 42164, 42173, 42185, 42564, 43416, 43811, 45055, 46007, 46122, 47227, 47241, 47248, 47981]\n",
      "\n",
      "DT NNS VBZ VBG DT NN eos\n",
      "[931, 978, 1672, 2958, 3322, 3641, 6235, 6439, 8137, 10268, 10692, 11152, 11544, 11662, 11777, 12009, 12063, 13834, 13919, 14761, 14767, 15089, 15211, 15216, 15856, 16174, 17470, 17757, 18206, 18786, 19261, 19649, 20371, 20513, 24252, 25025, 25055, 25307, 25335, 26102, 27164, 27504, 29090, 30352, 31179, 32471, 33618, 35486, 36093, 37750, 38229, 38776, 40367, 41456, 41538, 41585, 41761, 43997, 44104, 44203, 45009, 45034, 45463, 45829, 45832, 45919, 46494, 47380, 47390, 47653, 47761]\n",
      "\n",
      "PRP VBP VBG WRB TO VB VB eos\n",
      "[938, 13018]\n",
      "\n",
      "DT NNS VBZ VBG WRB TO VB NN eos\n",
      "[941, 34708]\n",
      "\n",
      "DT NN VBZ VBN RP eos\n",
      "[959, 1916]\n",
      "\n",
      "DT NN VBD DT NN IN NNS eos\n",
      "[961, 13728, 24923, 25049, 25054, 25063, 39015, 40391, 41335, 41408, 41413, 45431]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN NNS eos\n",
      "[969, 2412, 14912, 26099, 26106, 38843, 38846]\n",
      "\n",
      "DT NN VBP VBG DT NN eos\n",
      "[970, 8412, 19408, 25591, 36288, 36289]\n",
      "\n",
      "NNS VBG DT NN eos\n",
      "[976, 5714, 12853, 17271, 20376, 20378, 33087, 45196, 45199]\n",
      "\n",
      "DT JJ VBZ VBG eos\n",
      "[1002, 12478, 13087, 14670, 18953, 20999, 26044, 26045, 27424, 27430, 27431, 27432, 32759, 35889, 37620, 45299]\n",
      "\n",
      "PRP VBZ VBG eos\n",
      "[1029, 6952, 8678, 10870, 11231, 11618, 11953, 14969, 15210, 15229, 15970, 17767, 21289, 22620, 23831, 25892, 29601, 33236, 34783, 36121, 39673, 40750, 41470, 41609, 43641, 44528, 46091, 46296, 46338, 46608, 48584]\n",
      "\n",
      "DT JJ NN VBZ VBG eos\n",
      "[1031, 1874, 1875, 1878, 1879, 1896, 1897, 2281, 2308, 2676, 4027, 4042, 4060, 4268, 4294, 4370, 4374, 4454, 5093, 6573, 6589, 6616, 8730, 8750, 8758, 9003, 9013, 9020, 9021, 9027, 9028, 9029, 9030, 9033, 9041, 9722, 9728, 12325, 12509, 12633, 12943, 13169, 13182, 13203, 13208, 13390, 13957, 14476, 14515, 14516, 14517, 15659, 17091, 17428, 17459, 17898, 17899, 17900, 17926, 17927, 18044, 18071, 19129, 19139, 20138, 20202, 20217, 20359, 21642, 22788, 22820, 24943, 24947, 24950, 24958, 24961, 24966, 24967, 25399, 25730, 26192, 26320, 28445, 28950, 29749, 29857, 30114, 31200, 32774, 33027, 33436, 33450, 34222, 34240, 34265, 35088, 35089, 35113, 35903, 36559, 36592, 36604, 36686, 37352, 37360, 37367, 42210, 43075, 43344, 44026, 44802, 44817, 44818, 44838, 44839, 44842, 44844, 44847, 44851, 44853, 44859, 44869, 45085, 45751, 46543, 46555, 46557, 46563, 47415, 48150]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN IN DT NN eos\n",
      "[1036, 9526, 11081, 13657, 17964, 18524, 18543, 34099, 38540, 41013, 45144, 45160]\n",
      "\n",
      "DT NN NN NNS IN DT NN eos\n",
      "[1044, 1238, 2793, 11502, 11599, 12835, 13725, 24157, 27916, 28398, 29226, 30780, 34987, 40500, 44877]\n",
      "\n",
      "DT NN VBG RB NNS eos\n",
      "[1055, 9831]\n",
      "\n",
      "DT NN VBZ VBG RB NNS eos\n",
      "[1060, 1064]\n",
      "\n",
      "DT NN VBZ VBG RB NN eos\n",
      "[1066, 19885, 35518, 40816, 45607]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN DT NN eos\n",
      "[1069, 2804, 2949, 2963, 2969, 3034, 3045, 3369, 3609, 3796, 5635, 7065, 7623, 11505, 11769, 13580, 14618, 15664, 15684, 19494, 22074, 22462, 27568, 29204, 29210, 29223, 32187, 34953, 36883, 37477, 37504, 37569, 38357, 43699, 44457, 46301, 46602, 48211]\n",
      "\n",
      "JJ NN VBG DT NN eos\n",
      "[1072, 10391, 15704]\n",
      "\n",
      "DT NN IN NNS VBP DT NN NN eos\n",
      "[1074, 12836, 21916, 24429, 29824]\n",
      "\n",
      "NNS VBP VBG RP DT NN eos\n",
      "[1076, 1801, 1802, 1805, 1824, 8769, 26150, 26152, 26171, 31906, 31909, 31912, 31925, 48642]\n",
      "\n",
      "NNS VBP VBG IN DT NN eos\n",
      "[1077, 1079, 1086, 1089, 1092, 1115, 1320, 1776, 4075, 5163, 5673, 5697, 5702, 5727, 6695, 7000, 7034, 7059, 7071, 7190, 7212, 7308, 7328, 7586, 8158, 8797, 8798, 9350, 9803, 10827, 11382, 12486, 12813, 12850, 13287, 14300, 14304, 14977, 15001, 16629, 16885, 17766, 19526, 20205, 20209, 20213, 20429, 20433, 20444, 20448, 20452, 20460, 21830, 21852, 21863, 21920, 21924, 21925, 21944, 21955, 21958, 21976, 21980, 21981, 21982, 22009, 22013, 22014, 22428, 23242, 23424, 23428, 24633, 24654, 24659, 25356, 25962, 26148, 26167, 27108, 27201, 28025, 28133, 28153, 29043, 29045, 29389, 29419, 29425, 29929, 29932, 29943, 31220, 31232, 31904, 32276, 32290, 32945, 34390, 34393, 34417, 34526, 34527, 34530, 34535, 34536, 34538, 35402, 35784, 35786, 35800, 35803, 36195, 36218, 39498, 39508, 39781, 40148, 42539, 42751, 42861, 42862, 42864, 42866, 42868, 42869, 42878, 43612, 44297, 44313, 44314, 44335, 44356, 44471, 45250, 45758, 45774, 45779, 46646, 46651, 46652, 46653, 46656, 46660, 48553, 48765]\n",
      "\n",
      "NNS VBP IN DT NN eos\n",
      "[1080, 4139, 5716, 6694, 7435, 8777, 11418, 11423, 19565, 20206, 20432, 20447, 20454, 20462, 26159, 29963, 30298, 31094, 31229, 31917, 32272, 34398, 35856, 42873, 44341, 46671]\n",
      "\n",
      "NNS NN IN DT NN eos\n",
      "[1081, 1097, 10839, 16640, 36522]\n",
      "\n",
      "DT NNS VBP VBG IN DT NN eos\n",
      "[1083, 1830, 5721, 6701, 7200, 8169, 8181, 8887, 9073, 9375, 12821, 12823, 12844, 12860, 15009, 16638, 18477, 20212, 21929, 21939, 21940, 21969, 21985, 22001, 22028, 23210, 25766, 26174, 28041, 28044, 28136, 29026, 29046, 29049, 30973, 31244, 33303, 34033, 35269, 35376, 35407, 36509, 40432, 42753, 42872, 42890, 44347, 44350, 44477, 45192, 45224, 45763, 45780, 46663, 46667]\n",
      "\n",
      "DT NNS VBD IN DT NN eos\n",
      "[1084, 6857, 8779, 12820, 17616, 17619, 18961, 20440, 21931, 21932, 27228, 28027, 32282, 35831, 42871, 46873]\n",
      "\n",
      "DT NNS VBD IN DT NN NN eos\n",
      "[1085, 10824, 10837, 23434, 23446]\n",
      "\n",
      "DT NN VBZ VBG VBG NN eos\n",
      "[1088, 9885, 28830, 30896, 30897, 32619, 37224, 40394]\n",
      "\n",
      "DT NNS VBP NN eos\n",
      "[1093, 10829, 22206, 40182, 48327]\n",
      "\n",
      "DT NN IN NNS VBP VBG IN DT NN eos\n",
      "[1095, 2020, 12839, 14315, 14980, 16630, 20427, 20456, 21933, 21988, 21989, 24459, 24478, 26147, 26155, 26158, 36345, 36836, 39518, 44463, 45760, 46633, 46673, 46675]\n",
      "\n",
      "DT NNS VBP VBG DT NN eos\n",
      "[1096, 5237, 5258, 5875, 8111, 8435, 10280, 11270, 12858, 14990, 16236, 20379, 20394, 20412, 20413, 22956, 23448, 25273, 25733, 27207, 27222, 29786, 31580, 33009, 33950, 34854, 34868, 35410, 39785, 39806, 43793, 45769, 45782]\n",
      "\n",
      "NN VBZ DT JJ NN NN eos\n",
      "[1099, 2487]\n",
      "\n",
      "NNS VBP VBG IN NN NN eos\n",
      "[1100, 34388, 35380]\n",
      "\n",
      "DT NNS VBP VBG eos\n",
      "[1101, 1204, 1223, 1319, 1324, 1337, 1338, 1343, 1396, 1451, 1452, 1454, 1455, 2508, 3998, 4001, 4004, 5458, 5459, 5681, 5720, 6727, 6855, 6874, 7015, 7019, 8776, 8859, 9355, 9370, 9372, 9378, 9391, 10158, 10269, 10726, 10821, 10833, 10840, 11385, 11386, 11405, 11419, 12741, 12747, 12750, 12763, 12832, 14305, 14309, 14317, 14322, 14461, 14985, 14993, 14995, 14997, 14998, 15003, 15010, 15065, 16268, 16409, 16475, 16554, 16569, 16620, 16639, 16642, 16643, 16655, 16987, 17019, 17627, 18013, 18016, 18025, 18574, 18777, 18790, 18967, 18976, 20222, 20828, 20859, 21053, 21411, 21420, 21840, 21843, 21844, 21848, 21860, 21862, 21936, 21966, 21999, 22051, 22415, 22423, 22430, 22432, 23244, 23437, 23444, 23560, 24102, 24128, 24440, 24443, 24464, 24475, 25672, 25967, 26161, 26179, 26182, 27627, 27631, 28028, 28272, 28275, 29399, 29400, 29404, 29421, 29424, 29444, 29939, 30557, 30987, 31109, 31439, 31922, 32669, 32671, 32891, 32905, 33342, 34018, 34019, 34023, 34036, 34372, 34401, 34402, 34550, 35467, 35473, 35479, 35796, 35799, 35802, 35806, 35808, 35817, 36183, 36186, 36523, 36552, 36878, 37153, 39117, 39125, 39133, 39136, 39502, 39509, 39528, 40120, 40126, 40129, 40138, 40139, 42502, 42517, 42526, 43586, 44284, 44308, 44351, 44476, 46640, 46655, 47409, 48230]\n",
      "\n",
      "DT NNS VBP VBG IN DT NN NN eos\n",
      "[1102, 24402, 24940, 34418, 47309]\n",
      "\n",
      "JJ NN VBZ CD NN NN eos\n",
      "[1103, 1110]\n",
      "\n",
      "DT NNS VBP IN DT NN eos\n",
      "[1105, 1342, 5167, 14466, 31916, 34043, 35378, 35485, 44355]\n",
      "\n",
      "CD NN NN eos\n",
      "[1106, 29944, 30542]\n",
      "\n",
      "CD NNS VBP VBG DT NN IN DT NN eos\n",
      "[1107, 8414, 8424]\n",
      "\n",
      "NN NNS VBP VBG eos\n",
      "[1108, 1198, 9067, 10728, 10947, 25947, 33946, 34387, 39459, 44494, 44495]\n",
      "\n",
      "NNS VBP VBG RB eos\n",
      "[1109, 5713, 9349, 16543, 20224, 31238, 35807, 43410, 46647]\n",
      "\n",
      "NNS NN IN NN eos\n",
      "[1111, 22010, 22021]\n",
      "\n",
      "DT NN VBZ VBG NN IN PRP$ NN eos\n",
      "[1118, 1129, 1130, 4639, 4740, 5783, 9539, 12113, 14889, 16802, 20717, 20725, 27528, 29074, 29274, 29279, 29281, 29310, 30147, 30643, 30651, 30870, 31466, 31475, 31495, 31498, 32999, 34171, 35617, 35619, 37543, 37678, 37687, 37716, 40517, 42968, 43153, 44611, 45380, 48270]\n",
      "\n",
      "DT NN VBZ VBP NN eos\n",
      "[1120, 16956]\n",
      "\n",
      "DT NN VBZ VBG NN TO PRP$ NN eos\n",
      "[1125, 1126, 1135, 1152, 1154, 37686, 37708, 46966]\n",
      "\n",
      "DT NN VBD NN TO PRP$ NN IN DT NN eos\n",
      "[1133, 8912, 8919]\n",
      "\n",
      "DT NN VBD NN IN PRP$ NN IN DT NN eos\n",
      "[1134, 7987]\n",
      "\n",
      "DT NN VBZ VBG PRP eos\n",
      "[1138, 6799, 13149, 13154, 13217, 13219, 13222, 13341, 13342, 13343, 13346, 13347, 13348, 13349, 13360, 13362, 13366, 13373, 13378, 13379, 13389, 16873, 32640, 36937, 39274, 42962, 42964, 42965, 42967, 42979, 42982, 42983, 43319]\n",
      "\n",
      "DT NN VBZ VBG IN PRP NN eos\n",
      "[1139, 7141, 7174, 8901, 8914, 13730, 24265, 24274, 31891, 38196, 39655, 48261]\n",
      "\n",
      "VBG NN NN eos\n",
      "[1140, 3235, 3788, 9477, 11695, 15133, 19150, 21368, 28500, 30531, 38344, 38478, 41104, 44731]\n",
      "\n",
      "DT NN VBZ VBG VB RP eos\n",
      "[1144, 8915]\n",
      "\n",
      "DT NN VBZ JJ eos\n",
      "[1161, 1248, 3429, 3452, 3885, 4317, 4682, 6935, 6953, 7579, 7602, 7884, 7896, 8336, 9939, 10804, 11304, 15182, 18141, 19966, 25197, 29542, 32067, 39590, 39719, 40460, 41604, 41633, 43335, 43967, 44234, 45662, 45691, 46883]\n",
      "\n",
      "DT JJ NN VBZ VBG IN DT NN IN DT NN eos\n",
      "[1163, 5122, 27403]\n",
      "\n",
      "DT NN NNS IN NNS eos\n",
      "[1165, 1185]\n",
      "\n",
      "DT NN RB VBZ DT NN eos\n",
      "[1167, 7926, 11899, 20082, 24559, 29248, 32556, 38199, 41510, 41527]\n",
      "\n",
      "DT NN VBZ IN DT NN NN eos\n",
      "[1169, 2670, 6350, 7777, 8641, 10575, 11006, 11287, 11347, 12864, 13174, 13197, 14582, 14633, 15193, 15215, 16375, 17313, 17317, 17337, 18095, 18180, 18520, 20031, 21743, 23907, 23915, 24153, 24288, 25698, 27166, 27248, 27249, 28828, 29508, 30846, 31819, 32842, 34603, 34882, 34990, 35010, 35315, 35833, 36211, 37783, 38146, 38150, 41108, 42025, 42057, 42365, 42366, 43423, 43432, 44388, 44750, 45398, 46129, 47493]\n",
      "\n",
      "DT NN VBZ VBG IN eos\n",
      "[1172, 2013, 2716, 4233, 4510, 4519, 4523, 6940, 9242, 10541, 10559, 11471, 18027, 18372, 18377, 18380, 18382, 18385, 18386, 18389, 18403, 18409, 19577, 19578, 19581, 19584, 19586, 19587, 19590, 19597, 19599, 19608, 19612, 28100, 28681, 28685, 28688, 28697, 28698, 28711, 35286, 35292, 36586, 40733, 40734, 40735, 40736, 40752, 40754]\n",
      "\n",
      "DT NN NN VBZ VBG IN eos\n",
      "[1173, 10697]\n",
      "\n",
      "DT NN NN VBZ DT NN eos\n",
      "[1177, 5176, 5185, 5196, 16712, 16815, 18292, 21361, 21365, 21380, 21394, 35061, 35083, 43400]\n",
      "\n",
      "DT JJ NN VBD DT NN eos\n",
      "[1178, 16671, 35945, 37384]\n",
      "\n",
      "DT JJ NN NN IN DT NN eos\n",
      "[1179, 5581, 12356, 14345, 26201, 26202, 26219, 27385, 28837, 35207, 36560, 40339, 47459]\n",
      "\n",
      "DT NN VBZ VBG RP DT NNS eos\n",
      "[1180, 1613, 2377, 3273, 7225, 7228, 7237, 7241, 7253, 16036, 16076, 21572, 21575, 21587, 21599, 21601, 21602, 21603, 27659, 27665, 29641, 29643, 29646, 33710, 36707, 36726, 36730, 36743]\n",
      "\n",
      "DT NN NN VBZ VBG eos\n",
      "[1192, 1201, 2712, 2713, 2714, 2722, 2725, 4368, 8325, 8707, 8757, 8761, 9037, 9723, 10702, 10705, 10734, 10984, 13143, 13146, 13148, 14299, 17908, 19142, 20121, 20122, 20134, 20201, 22709, 23004, 24148, 24418, 27447, 27451, 27754, 27789, 28439, 29652, 29868, 29890, 29891, 29894, 32309, 34225, 34984, 35257, 35299, 35503, 35529, 36731, 36746, 37661, 38239, 38265, 38266, 39373, 39405, 39865, 40328, 40346, 43336, 44766, 44920, 46536, 47306, 48650]\n",
      "\n",
      "DT NN NN VBZ VBG DT NN eos\n",
      "[1197, 5202, 7088, 8311, 15452, 18138, 20094, 20225, 21370, 22970, 22972, 22978, 23054, 24830, 27023, 27024, 27067, 27068, 27091, 27446, 27760, 28739, 37832, 41911, 44567, 44947, 45378]\n",
      "\n",
      "DT NN VBZ VBG IN DT JJ NN eos\n",
      "[1199, 3165, 3192, 3947, 4417, 5026, 5051, 5067, 5107, 9101, 9287, 9435, 9832, 10576, 10597, 10997, 11000, 11003, 11258, 12558, 12606, 12635, 12636, 12698, 12707, 12710, 12717, 12721, 12868, 14010, 18055, 18711, 20264, 22391, 23385, 23386, 24500, 27328, 27728, 28494, 29852, 29867, 29884, 30132, 30265, 30360, 30363, 30373, 30398, 30409, 31321, 32139, 34878, 36578, 37309, 37758, 37816, 38140, 39070, 39579, 40252, 40702, 40801, 41913, 41925, 41926, 42006, 42010, 42043, 43953, 43976, 44884, 45367, 46216, 47037, 47038, 47039, 47047, 47050, 47051, 47055, 47066, 47072, 48133, 48515]\n",
      "\n",
      "NNS VBP IN DT NN NN eos\n",
      "[1202, 5704, 8791, 21947]\n",
      "\n",
      "DT NN VBD IN DT NN IN PRP$ NN eos\n",
      "[1203, 4355, 6759, 8935, 10276, 13761, 25288]\n",
      "\n",
      "CD NNS VBP VBG NN eos\n",
      "[1207, 1385, 10119, 11390, 11394, 18630, 21971, 23267, 29387, 29785, 30044, 30045, 30047, 30048, 30050, 30060, 30061, 30066, 31010, 31555, 31661, 35064, 35079, 37161, 37175, 37177, 37179, 39154, 39170, 39843, 40168, 40265, 40266, 40267, 40275, 40280, 40420, 40654, 40667, 43397]\n",
      "\n",
      "DT NN VBZ VBG IN DT JJ JJ NN eos\n",
      "[1208, 17634]\n",
      "\n",
      "JJ NN NN eos\n",
      "[1209, 1427, 9334, 12468, 14552, 17848, 19862, 21032, 21049, 23307, 24452, 24472, 29577, 29658, 30791, 37657, 40728, 44201, 45750]\n",
      "\n",
      "NNS VBG NN eos\n",
      "[1211, 1394, 8794, 9293, 10082, 11399, 18821, 21070, 21072, 21186, 21374, 25379, 26965, 30303, 31012, 35536, 35583, 40657, 42513, 44454]\n",
      "\n",
      "CD NNS VBG eos\n",
      "[1214, 1346, 1391, 6887, 8112, 8858, 9380, 9388, 12142, 16564, 19560, 23271, 27487, 27629, 28169, 29520, 29952, 30545, 30546, 33330, 34367, 34407, 35401, 43217]\n",
      "\n",
      "DT NN VBZ RB VBG NNS eos\n",
      "[1228, 19500, 26592, 27645, 47770]\n",
      "\n",
      "DT JJ NN VBZ VBG NNS eos\n",
      "[1233, 6462, 6643, 13851, 13880, 13881, 13891, 19947, 20345, 40407, 40758, 42803, 42805, 42807, 42808, 42840, 42848, 42849, 42853, 44808, 44815]\n",
      "\n",
      "DT NN VBG IN DT NN eos\n",
      "[1246, 2690, 5270, 5347, 5830, 5901, 6233, 6492, 6622, 6775, 7060, 7098, 7395, 7528, 7582, 7698, 8659, 9141, 9377, 9802, 9847, 10088, 10123, 10132, 10281, 10347, 11302, 11321, 12350, 12444, 12719, 12793, 12938, 12965, 14027, 14080, 14344, 16508, 16927, 17063, 17453, 17457, 17580, 17952, 18079, 20275, 20596, 21168, 22201, 22234, 22256, 22343, 22864, 23305, 24512, 24827, 24971, 26213, 26395, 27005, 27258, 27746, 28452, 28467, 28599, 29844, 30226, 30292, 30375, 30376, 30403, 30404, 30432, 30497, 30953, 31724, 31772, 31812, 32874, 34197, 34231, 34585, 34595, 35206, 35252, 35298, 35590, 35873, 36141, 37864, 37868, 37873, 38044, 38047, 38174, 39299, 40165, 40676, 41860, 41872, 41883, 42118, 43350, 44039, 44238, 44749, 44873, 44896, 44907, 44912, 45243, 45259, 45510, 45579, 45744, 46140, 47018, 47393, 47570, 47908, 48182]\n",
      "\n",
      "DT NNS VBZ VBG DT NNS eos\n",
      "[1252, 1620, 1790, 14722, 15816, 26953, 34933, 35714, 48612]\n",
      "\n",
      "DT NN VBZ RP DT NN MD eos\n",
      "[1254, 1255, 1261, 1265, 1281]\n",
      "\n",
      "DT NN VBZ VBG DT MD eos\n",
      "[1258, 27987, 28006, 30105, 30118]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN MD eos\n",
      "[1259, 1260, 1276]\n",
      "\n",
      "DT NN VBZ VBG DT NN MD eos\n",
      "[1262, 1267, 1278, 30121]\n",
      "\n",
      "DT NN VBD RP DT NN MD eos\n",
      "[1263, 1264, 1266]\n",
      "\n",
      "DT NNS IN DT NN eos\n",
      "[1269, 5774, 7046, 19831, 21938, 23693, 29212, 31702, 43190, 45775]\n",
      "\n",
      "DT NN IN JJ NNS VBG NN eos\n",
      "[1273, 22060]\n",
      "\n",
      "DT NN VBZ VBG DT NN VBG NN eos\n",
      "[1274, 22280, 30605, 43652, 45098, 47714]\n",
      "\n",
      "DT NN NN NN IN NN NN eos\n",
      "[1283, 14223, 46753]\n",
      "\n",
      "NN VBZ DT NN IN JJ NNS IN DT NN eos\n",
      "[1284, 2787]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NNS IN DT NN eos\n",
      "[1290, 45991]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT JJ NN eos\n",
      "[1292, 4254, 9654, 11763, 15590, 25239, 29224, 30776, 36761, 36968, 38356, 38961, 40085, 41173, 42816, 45909, 47665]\n",
      "\n",
      "DT NN VBG DT NNS eos\n",
      "[1301, 1532, 4968, 5512, 6426, 15599, 23151, 32433, 33558, 41150, 42859, 43537, 48613]\n",
      "\n",
      "NN VBZ VBG JJ eos\n",
      "[1303, 2750, 2843, 4628, 5390, 6945, 6976, 11493, 11562, 11743, 15811, 15902, 16083, 24193, 25516, 26750, 26859, 28442, 29629, 30228, 34294, 37056, 37116, 37137, 38331, 38367, 39605, 40040, 40074, 41228, 41256, 41435, 41605, 41621, 41627, 42593, 43665, 45011, 45574, 46012, 46382, 48629]\n",
      "\n",
      "NNS VBP VBG IN eos\n",
      "[1311, 1312, 1336, 13320, 22409, 22410, 32278, 32304, 44302, 44338]\n",
      "\n",
      "DT NN IN NNS VBP VBG eos\n",
      "[1314, 1315, 1327, 1331, 7014, 7204, 7207, 8767, 8782, 9348, 10838, 16612, 16628, 16637, 16658, 18587, 21825, 21917, 22425, 22783, 22784, 24432, 24454, 24461, 26184, 31221, 34014, 34044, 36147, 36172, 36548, 36839, 36840, 39490, 39491, 39506, 39516, 39517, 39519, 40143, 42489, 42521, 43569, 43574, 43601, 43611, 46636, 46664, 48546]\n",
      "\n",
      "DT NN IN NNS NN IN DT NN eos\n",
      "[1318, 21823, 21826, 24434, 29369]\n",
      "\n",
      "JJ NNS VBP VBG IN DT NN eos\n",
      "[1322, 7210, 7295, 7307, 7316, 12826, 12857, 21963, 22023, 31226, 39500, 42870, 42886, 43582, 44475, 46637, 46639, 46657]\n",
      "\n",
      "JJ NNS VBP DT NN NN eos\n",
      "[1325, 7201]\n",
      "\n",
      "DT NN IN NNS VBP VBG DT NN NN eos\n",
      "[1330, 7208, 30993]\n",
      "\n",
      "DT NN CC NN VBG eos\n",
      "[1332, 8585, 24105, 36866]\n",
      "\n",
      "DT NN CC NN VBZ VBG IN DT NN eos\n",
      "[1333, 19404, 19405, 19415, 19450, 20492, 25643, 36283]\n",
      "\n",
      "JJ NN VBP VBG eos\n",
      "[1335, 24439]\n",
      "\n",
      "DT NN VBP VBG eos\n",
      "[1340, 1446, 5259, 13267, 19441, 19455, 19556, 23533, 24117, 25965, 32668, 41912, 42891]\n",
      "\n",
      "CD NNS VBG IN DT NN NN eos\n",
      "[1341, 19551]\n",
      "\n",
      "CD NNS VBP VBG eos\n",
      "[1344, 1347, 1348, 1354, 1355, 1356, 1368, 1369, 1386, 1387, 1388, 1389, 1397, 1431, 1438, 1445, 1457, 2519, 4957, 5135, 5138, 5139, 5146, 5155, 5156, 5161, 5166, 5170, 5211, 5436, 5444, 5445, 5451, 5452, 5454, 5460, 5463, 5464, 5465, 5466, 5467, 5470, 5473, 5474, 5475, 5476, 5477, 6859, 6865, 6866, 6867, 6869, 6872, 6878, 6879, 6883, 6885, 6894, 6899, 6900, 6902, 8409, 8413, 8417, 9319, 9363, 9376, 9384, 9387, 9392, 10086, 10108, 10779, 10805, 10813, 10831, 10842, 10956, 11404, 11407, 11409, 11420, 12727, 12731, 12736, 12737, 12738, 12745, 12752, 12755, 12757, 12759, 12765, 14428, 14429, 14430, 14431, 14432, 14433, 14440, 14449, 14450, 14451, 14453, 14454, 14455, 14456, 14459, 15056, 15061, 15243, 16390, 16397, 16404, 16408, 16410, 16413, 16536, 16537, 16538, 16539, 16540, 16545, 16546, 16547, 16557, 16560, 16561, 16562, 16572, 16991, 16994, 16995, 16996, 16997, 17005, 17006, 17007, 17008, 17024, 17027, 17028, 17029, 17612, 17625, 17713, 17793, 17997, 17999, 18000, 18005, 18007, 18020, 18023, 18111, 18112, 18129, 18130, 18779, 18949, 18950, 18951, 18952, 18954, 18955, 18963, 18970, 18980, 18981, 19537, 19538, 19544, 19549, 19555, 19572, 20533, 20542, 20830, 20834, 20839, 20846, 20852, 20854, 20856, 21059, 21060, 21061, 21062, 21063, 21064, 21073, 21079, 21080, 21082, 21093, 21096, 21416, 21440, 21447, 21993, 22148, 22167, 22936, 22962, 22963, 23216, 23246, 23247, 23490, 23514, 23515, 24091, 24112, 24113, 24114, 24131, 24132, 24133, 24134, 24135, 24681, 25271, 26990, 27114, 27130, 27474, 27611, 27612, 27613, 27616, 27618, 27620, 27628, 27634, 27635, 27636, 27637, 28066, 28167, 28173, 28177, 28182, 28184, 29380, 29412, 29415, 29923, 29934, 29947, 29950, 29960, 30511, 30516, 30519, 30520, 30521, 30522, 30523, 30524, 30532, 30534, 30535, 30539, 30543, 30547, 30553, 30554, 30556, 31024, 31561, 32655, 32658, 32660, 32878, 32879, 32881, 32883, 32885, 32888, 32889, 32890, 32895, 32898, 32899, 32900, 32901, 33029, 33030, 33083, 33292, 33293, 33294, 33296, 33304, 33308, 33310, 33311, 33314, 33320, 33321, 33327, 33331, 33333, 33341, 33344, 33346, 34360, 34361, 34363, 34384, 34409, 34411, 34413, 34414, 35008, 35392, 36516, 36517, 36533, 36541, 36542, 36550, 37151, 37162, 37182, 37186, 37187, 39103, 39107, 39108, 39113, 39124, 39130, 39142, 39143, 39144, 39145, 39159, 39166, 39436, 39482, 40121, 40131, 40132, 40135, 42507, 43211, 43215, 44050, 45338, 45348, 45349, 46067, 47275]\n",
      "\n",
      "CD NNS VBD IN NNS eos\n",
      "[1345, 15029]\n",
      "\n",
      "CD NNS VBP VBG IN NNS eos\n",
      "[1350, 1351, 1352, 1383, 1384, 15019, 15020, 15023, 15024, 15037, 15043, 15052, 27121, 45191]\n",
      "\n",
      "CD NNS VBG IN NNS eos\n",
      "[1357, 1358, 1359, 24680, 27128]\n",
      "\n",
      "NNS VBP VBG IN NNS eos\n",
      "[1362, 2008, 2012, 6692, 6709, 6732, 8156, 8789, 16226, 17622, 17624, 17626, 21727, 21728, 21733, 21739, 21746, 29030, 35403, 42731, 48495]\n",
      "\n",
      "CD NNS VBG DT NN eos\n",
      "[1365, 1379, 1398, 12419, 14446, 17817, 20391, 31582, 33332, 37984, 44946]\n",
      "\n",
      "CD JJ NN eos\n",
      "[1366, 18165, 18964]\n",
      "\n",
      "CD NNS VBG IN DT NN eos\n",
      "[1370, 10080, 12751, 13273, 17032, 17826, 21994, 22012, 23223, 23224, 23257, 24668, 25279, 28146, 28150, 34369, 36168, 36529]\n",
      "\n",
      "CD NN VBP VBG RB eos\n",
      "[1381, 29840]\n",
      "\n",
      "CD NNS VBP VBG IN DT NN NN eos\n",
      "[1382, 5145, 5148, 5435, 5461, 5472, 5671, 5675, 5707, 5710, 8166, 8406, 8411, 12125, 12739, 18441, 19536, 19554, 19573, 23249, 24093, 25945, 26959, 29925, 29926, 34412, 35368]\n",
      "\n",
      "CD NNS VBZ VBG eos\n",
      "[1390, 5448, 6895, 37195]\n",
      "\n",
      "CD JJ NNS VBG eos\n",
      "[1392, 14452, 33309, 39480]\n",
      "\n",
      "DT NN NN IN NNS eos\n",
      "[1395, 7399, 29763, 44033]\n",
      "\n",
      "DT NNS VBG IN NN eos\n",
      "[1399, 6494, 14013, 14069, 17421, 35507, 42700, 44505, 47732]\n",
      "\n",
      "DT NN NN VBZ VBG IN DT NN NN eos\n",
      "[1400, 7780, 13175, 39372, 39380, 39404, 40347]\n",
      "\n",
      "CD NNS VBP VBG RB eos\n",
      "[1401, 5443, 6875, 9507, 10084, 12511, 13304, 18780, 18966, 30558, 31677, 32305, 32882, 33319]\n",
      "\n",
      "DT NN NN VBZ VBG DT NN NN eos\n",
      "[1402, 5221, 21389, 36151, 36623, 47394]\n",
      "\n",
      "DT NN CC PRP$ NN VBP VBG eos\n",
      "[1403, 1422, 5431, 40597]\n",
      "\n",
      "DT NN NN VBZ VBG IN PRP$ NN eos\n",
      "[1405, 5214]\n",
      "\n",
      "DT NN NN VBZ VBG PRP$ NN eos\n",
      "[1408, 1413, 1425, 8237, 10207, 10209, 17180, 43314]\n",
      "\n",
      "DT NN VBZ VBG RB eos\n",
      "[1409, 2903, 4212, 4234, 7513, 7514, 7515, 7522, 7541, 7542, 7574, 7575, 7576, 7588, 7589, 7592, 8292, 8314, 9443, 9445, 9471, 9473, 12557, 12565, 12595, 12910, 12911, 12936, 13480, 14191, 14494, 16369, 18030, 18661, 18662, 18667, 19552, 19567, 20151, 20152, 20163, 23642, 24467, 28121, 28528, 28955, 31110, 31136, 34237, 35880, 37314, 43078, 43081, 43299, 44381, 44390, 44669, 44701, 45664, 45665, 45666, 45667, 45676, 45694, 45695, 45696, 45697, 45735, 47192, 47202, 48093]\n",
      "\n",
      "DT NN NN VBD PRP$ NN eos\n",
      "[1412, 1415, 1428, 13223, 13227, 21161, 22419, 22436]\n",
      "\n",
      "NN NN NN eos\n",
      "[1416, 3654, 4870, 6178, 8309, 8731, 8756, 9414, 10326, 11663, 12262, 12799, 14076, 15092, 15699, 20101, 20857, 22510, 22931, 23011, 23969, 24695, 25584, 29965, 31332, 31617, 31676, 35209, 35740, 35750, 37512, 37548, 37717, 38835, 43891, 44455, 46783]\n",
      "\n",
      "DT NN NN VBZ DT NN NN eos\n",
      "[1419, 7032, 21146, 21379, 21383, 21391, 22985, 28573, 39875]\n",
      "\n",
      "CD JJ NNS VBP VBN VBG eos\n",
      "[1429, 12726]\n",
      "\n",
      "CD JJ NNS VBP VBG eos\n",
      "[1430, 5479, 5711, 9367, 9379, 9386, 12753, 16229, 16407, 21055, 24641, 29961, 30528, 30529, 32880, 32893, 33300, 33302, 33315, 33316, 36528, 37628, 39435, 39442, 39444, 39474, 39477, 39478]\n",
      "\n",
      "CD JJ NNS VBP VBG CC VBG eos\n",
      "[1432, 33329]\n",
      "\n",
      "CD NN NNS VBP VBG eos\n",
      "[1433, 2029, 17022, 22959, 25941]\n",
      "\n",
      "DT NN IN JJ NNS VBP VBG eos\n",
      "[1435, 15013, 21827, 24431]\n",
      "\n",
      "DT JJ NNS VBP VBG eos\n",
      "[1437, 1450, 16416, 33291]\n",
      "\n",
      "DT NN NNS VBP VBG eos\n",
      "[1442, 7296, 10710, 10731, 39434, 39463]\n",
      "\n",
      "CD JJ NNS NN eos\n",
      "[1443, 16388, 33301]\n",
      "\n",
      "DT NN NNS VBD eos\n",
      "[1444, 39465]\n",
      "\n",
      "DT NNS VBD RB eos\n",
      "[1453, 18126]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT JJ NN NN eos\n",
      "[1466, 3217, 13492, 20027, 42712]\n",
      "\n",
      "DT NN NN IN DT NN eos\n",
      "[1469, 2545, 3168, 3194, 3197, 3200, 3927, 4246, 4860, 4876, 5078, 5644, 5656, 5657, 5661, 5662, 5663, 5664, 6166, 6170, 6823, 7485, 7788, 7862, 8044, 8059, 8545, 9288, 9823, 10300, 10306, 10324, 10325, 10578, 10957, 10975, 12330, 12492, 12597, 14216, 14578, 14584, 15376, 15381, 15497, 16906, 18190, 18199, 18509, 18715, 18875, 19924, 20580, 22222, 23239, 23450, 23451, 23559, 23919, 23938, 23993, 24160, 24884, 26108, 26239, 26426, 27702, 27737, 28601, 28834, 28836, 28886, 30422, 31122, 31801, 31805, 32850, 34247, 34871, 35009, 35363, 35406, 35876, 36199, 36276, 36505, 37570, 37572, 37766, 37824, 38090, 38108, 38135, 40541, 41981, 42018, 42249, 43255, 44310, 44637, 45336, 45477, 45724, 45732, 46872, 47385, 48151, 48198]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN JJ NN eos\n",
      "[1473, 1553, 3159, 6813, 19879, 28855, 30842, 31378, 31512, 32531, 34446, 34503, 40109, 41025, 41064, 44508]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN NN eos\n",
      "[1488, 5182, 5189, 6085, 8150, 11137, 13490, 13491, 13502, 14603, 16503, 16798, 17352, 17379, 18220, 18235, 24241, 24626, 26450, 26840, 27518, 29669, 29670, 29684, 33219, 36978, 39732, 39738, 41863, 42688, 44268, 44269, 44277, 44280, 44283, 44288, 46813]\n",
      "\n",
      "DT NN VB PRP$ NN IN DT NN eos\n",
      "[1489, 25904, 25932]\n",
      "\n",
      "DT NN VBG NNS IN DT NN eos\n",
      "[1493, 2703, 3701, 6460, 10854, 13002, 13688, 15605, 15639, 16693, 16743, 16744, 22587, 23104, 24561, 25144, 34677, 34958, 37577, 41306, 43546, 43668, 45598, 48646]\n",
      "\n",
      "DT NN VBZ PRP$ NN IN DT NN NN eos\n",
      "[1504, 2343, 9117, 24249, 30904, 31303, 45617]\n",
      "\n",
      "DT NN VBD PRP$ NN IN DT NN eos\n",
      "[1509, 7928, 7929, 10911, 14061, 17169, 17393, 19211, 19994, 20001, 20706, 20707, 20709, 22111, 22726, 23684, 24012, 25652, 25908, 25939, 28470, 28766, 31044, 32525, 36063, 36274, 37898, 40505, 40536, 40648, 42449, 45282, 47100]\n",
      "\n",
      "DT NN VBZ CD NNS eos\n",
      "[1513, 1514, 1548, 33102, 34013, 41130]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN IN NN eos\n",
      "[1516, 1552, 3630, 11735, 11749, 11783, 17691, 17868, 27918, 35464, 43704, 48685, 48694]\n",
      "\n",
      "DT NN VBZ VBG TO VB IN DT NN eos\n",
      "[1520, 8830, 16979, 18700, 20758, 23478, 30078, 30408, 32771, 36271]\n",
      "\n",
      "DT NN VBZ VBG CD NNS IN DT NN eos\n",
      "[1521, 15655, 22893, 22903, 33881, 36125, 41137, 41765, 41771]\n",
      "\n",
      "NN VB WRB TO VB DT JJ NNS eos\n",
      "[1535, 1788]\n",
      "\n",
      "PRP VBZ VBG IN DT NNS eos\n",
      "[1539, 2238]\n",
      "\n",
      "DT JJ NN eos\n",
      "[1546, 4697, 7555, 8333, 8358, 8867, 8985, 12365, 14263, 14664, 14975, 16365, 17002, 18124, 20083, 21287, 22378, 22405, 22516, 23084, 24050, 27742, 29754, 32750, 32866, 35504, 35918, 39578, 41665, 41964, 44324, 44383, 44575, 44843, 44857, 46709, 46932, 47912, 48097]\n",
      "\n",
      "DT NN VBZ VBG DT VBN NN eos\n",
      "[1555, 1561, 1579, 1593, 5045, 18410, 24498, 25535, 44091, 48306]\n",
      "\n",
      "DT NN VBZ VBG RB VBN NNS eos\n",
      "[1556, 2266, 15625]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NN NN eos\n",
      "[1558, 22528, 24803, 36727]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN IN DT NN eos\n",
      "[1565, 8207, 10323, 17540, 19352, 19418, 25326, 26777, 28201, 32544, 43724]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NNS eos\n",
      "[1578, 17154, 19792, 21336, 31961, 43484, 43987, 43993, 43996, 45446]\n",
      "\n",
      "DT NN VBZ VBG DT VBN NNS eos\n",
      "[1584, 2057, 41176]\n",
      "\n",
      "NN VBZ VBG NN NN eos\n",
      "[1587, 32560]\n",
      "\n",
      "DT NNS VBZ VBG DT NN IN PRP$ NN eos\n",
      "[1590, 11558]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN NNS eos\n",
      "[1598, 14726]\n",
      "\n",
      "DT NN VBZ RP NN eos\n",
      "[1604, 1955, 3471, 14159, 14363, 33516, 33763, 37060, 41358]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN NNS eos\n",
      "[1607, 2100, 2258, 14946, 18982, 26097, 26098, 26103, 26113, 33146]\n",
      "\n",
      "DT NN VBD DT JJ NN eos\n",
      "[1615, 3259, 3409, 3441, 3445, 3454, 3472, 3486, 3513, 5062, 6250, 6929, 6946, 10596, 10599, 10612, 10855, 12709, 12725, 15869, 16289, 17546, 18431, 19147, 19712, 24030, 28474, 29485, 30754, 31435, 33261, 33265, 34729, 36818, 37212, 37213, 37948, 40703, 40704, 40724, 41566, 41570, 41606, 41607, 41983, 42081, 42360, 43191, 43205, 43223, 43959, 43975, 45549, 45557, 46127]\n",
      "\n",
      "DT NN VBD DT NNS NN eos\n",
      "[1618, 8854, 48414, 48427]\n",
      "\n",
      "DT NNS VBP NN IN PRP$ NN eos\n",
      "[1635, 16177]\n",
      "\n",
      "DT NN VBZ DT JJ eos\n",
      "[1638, 4844, 11907, 14535, 19738, 19802, 20000, 24768, 30006, 30010, 30012, 30031, 30032, 43647, 45855, 45972]\n",
      "\n",
      "DT NN VBZ VBG CC VBG NNS eos\n",
      "[1639, 7616, 8713, 14810, 34707, 41719, 47265]\n",
      "\n",
      "JJ NN IN NN NN eos\n",
      "[1643, 2486, 17810, 34337]\n",
      "\n",
      "DT NN VBZ VBG DT NN JJ NN eos\n",
      "[1648, 6446, 28004]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS IN DT NN IN VBG NN eos\n",
      "[1653, 1654]\n",
      "\n",
      "DT NN VBZ VBG NN IN JJ NN eos\n",
      "[1655, 3360, 11890, 17860, 25497, 32614, 36760, 47479]\n",
      "\n",
      "DT NN VBZ JJ NNS IN DT NN IN NN eos\n",
      "[1658, 11753]\n",
      "\n",
      "JJ NN IN NN eos\n",
      "[1671, 47483]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS IN NN eos\n",
      "[1673, 5936, 11470, 32184, 48616]\n",
      "\n",
      "DT NN VBG PRP NNS eos\n",
      "[1676, 15277]\n",
      "\n",
      "DT NN VBZ VBG NN IN VBG NN eos\n",
      "[1681, 25074, 36982, 37287, 41662]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NN IN DT NN eos\n",
      "[1694, 15071, 23868, 26848, 27870, 31598, 35170, 45014]\n",
      "\n",
      "DT NN VBZ NNS IN NN IN DT NN eos\n",
      "[1695, 23862]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB JJ NNS eos\n",
      "[1705, 45580]\n",
      "\n",
      "DT NN VBG NNS NNS eos\n",
      "[1720, 28871, 36233, 46577]\n",
      "\n",
      "NN VBZ VBG VBN IN DT NN NN eos\n",
      "[1722, 15921, 34799]\n",
      "\n",
      "DT NN VBZ CD NNS IN NN IN DT NN eos\n",
      "[1724, 46367]\n",
      "\n",
      "DT NN VBZ DT NN IN NN eos\n",
      "[1726, 2824, 2973, 3003, 3004, 3064, 4513, 4549, 4551, 4633, 4648, 5175, 5199, 6811, 8123, 8131, 11214, 11220, 11228, 11801, 11824, 11830, 13396, 13894, 14921, 14924, 15493, 15496, 15504, 16164, 16345, 18379, 24200, 24217, 24392, 24992, 25169, 25205, 26738, 26740, 27141, 28322, 28661, 29309, 31510, 31511, 31540, 31736, 32511, 33729, 34445, 34847, 35106, 35213, 35758, 36384, 38484, 38507, 38568, 38676, 38696, 40959, 41328, 41400, 41511, 42228, 42317, 43389, 43480, 45416, 46300, 47689]\n",
      "\n",
      "DT NN VBZ NN NN eos\n",
      "[1740, 9244, 13046, 14367, 18149, 34437, 44205, 44789, 47440]\n",
      "\n",
      "DT NN VBD DT NN IN NN eos\n",
      "[1741, 4562, 4563, 4588, 11226, 11229, 14945, 16431, 25437, 25439, 27153, 27553, 29257, 30667, 31529, 33666, 33685, 35425, 35451, 35454, 35459, 36639, 39942, 39945, 40290, 41648, 42288, 45430]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB NNS eos\n",
      "[1747, 43527]\n",
      "\n",
      "DT NN VBZ VBG NNS IN IN DT NN IN NN eos\n",
      "[1753, 40974]\n",
      "\n",
      "NN VBZ VBG VBN IN DT NN eos\n",
      "[1756, 2940, 5362, 6280, 6419, 10032, 17682, 17768, 21876, 21905, 21906, 22502, 24586, 24587, 27046, 27843, 31309, 31376, 31480, 33982, 33988, 34432, 36891, 36914, 38002, 38417, 38461, 38605, 40453, 40549, 40571, 46225, 46750, 47482, 47552, 48751]\n",
      "\n",
      "DT NN VBG DT NN IN DT NN eos\n",
      "[1761, 3672, 4624, 5248, 6029, 8431, 10915, 11736, 13028, 13452, 14051, 14065, 14072, 15184, 15761, 17401, 17520, 18545, 22260, 22590, 23698, 23718, 25487, 25917, 26706, 28191, 28715, 31528, 32551, 36118, 37744, 39621, 41864, 42080, 42728, 43285, 45147, 45748, 46714, 46811, 46812, 48036, 48318]\n",
      "\n",
      "DT NN VBZ VBG NNS IN VBG NN eos\n",
      "[1772, 1792]\n",
      "\n",
      "NNS VBP VBG VBN eos\n",
      "[1774, 16054, 26947, 29584, 32418, 34668, 37261, 37295, 47484]\n",
      "\n",
      "NN VBZ VBN TO DT NN IN NN eos\n",
      "[1777, 46329]\n",
      "\n",
      "NN VBZ VBG NNS IN NN eos\n",
      "[1779, 3323, 9671, 33605, 43710]\n",
      "\n",
      "DT NNS VBZ VBG NNS eos\n",
      "[1785, 13020, 14721, 14760, 19633, 27380, 38721]\n",
      "\n",
      "NNS VBP VBG VBN IN DT NN eos\n",
      "[1795, 2152, 2275, 2950, 3218, 11499, 21864, 23108, 34655, 36892, 36893, 46692]\n",
      "\n",
      "NN NNS VBP VBG RP DT NN eos\n",
      "[1809, 10725]\n",
      "\n",
      "JJ NNS VBP VBG RP DT NN eos\n",
      "[1811, 8773, 8790]\n",
      "\n",
      "DT NN NNS VBP VBG RP DT NN eos\n",
      "[1814, 1829]\n",
      "\n",
      "DT JJ NNS VBD IN DT NN eos\n",
      "[1816, 25952, 25966]\n",
      "\n",
      "PRP$ DT JJ NN NN eos\n",
      "[1821, 48658]\n",
      "\n",
      "NNS VBP VBG CC VBG eos\n",
      "[1825, 9385, 12761, 18002, 34392]\n",
      "\n",
      "NN VBZ VBG IN DT NN eos\n",
      "[1845, 2468, 4319, 6623, 8824, 8835, 10460, 10717, 10964, 11015, 11018, 11315, 11367, 11517, 12644, 14519, 14679, 16209, 17319, 17615, 19874, 20252, 20283, 20630, 20875, 23181, 23665, 24176, 24262, 25143, 25849, 27260, 27413, 27753, 29037, 30229, 30479, 31095, 31096, 31104, 31728, 33109, 34893, 34963, 35005, 38599, 41267, 41873, 42094, 42373, 44760, 46198, 46199, 46212, 46230, 48240]\n",
      "\n",
      "NN VBD DT NN eos\n",
      "[1848, 2048, 4518, 5007, 5498, 13166, 21795, 21798, 23109, 23110, 30868, 32446, 32450, 37062, 42559]\n",
      "\n",
      "DT NN VBG IN NN eos\n",
      "[1854, 3910, 3911, 3946, 4020, 5257, 5318, 5357, 5543, 5766, 6490, 6554, 6770, 7682, 7808, 7933, 9788, 11323, 11354, 12447, 12587, 13714, 14066, 14548, 14594, 14936, 15530, 15660, 15709, 16213, 16523, 16791, 16882, 16942, 17090, 18901, 19096, 20582, 21301, 22637, 23310, 25617, 25851, 27362, 27602, 27722, 27745, 28393, 29693, 29727, 30022, 30454, 31107, 31816, 31892, 32599, 34895, 35273, 35305, 35524, 36715, 36735, 36868, 37493, 37771, 39092, 39165, 39614, 39962, 40329, 40612, 41859, 42060, 42423, 42642, 42693, 42727, 43258, 43348, 43441, 43453, 47531, 47620, 47625, 47962, 48019, 48020, 48510]\n",
      "\n",
      "NN VBG DT NN eos\n",
      "[1862, 2256, 4531, 9612, 15548, 16057, 17146, 20754, 23120, 27013, 27784, 28624, 29602, 30940, 32146, 32860, 35077, 36246, 37303, 40052, 42044, 42066, 42588, 43643, 46340]\n",
      "\n",
      "DT NN VBZ IN DT JJ NN eos\n",
      "[1865, 2467, 2567, 3931, 12708, 14167, 14550, 22806, 25400, 25692, 25706, 26730, 29490, 29551, 30273, 31046, 36671, 38745, 39884, 47054, 47062]\n",
      "\n",
      "RB JJ NN eos\n",
      "[1871, 2680, 5567, 9541, 9927, 12417, 12900, 16951, 17929, 22353, 22844, 27573, 27786, 28791, 31478, 38178, 39099, 39424, 42436, 45499, 45658, 46674, 47079]\n",
      "\n",
      "DT JJ NN VBZ VBG IN DT NNS eos\n",
      "[1873, 1877, 1895, 44811, 44814, 44819, 44821]\n",
      "\n",
      "DT NN VBZ VBG IN DT NNS eos\n",
      "[1881, 1885, 1891, 2492, 2696, 6536, 6546, 6549, 7244, 7667, 7694, 9058, 9059, 9064, 9072, 9077, 9078, 9775, 11330, 12535, 12611, 12649, 15637, 19452, 22463, 24488, 24489, 24494, 24506, 24507, 24514, 24520, 24523, 27223, 28977, 34560, 36247, 36693, 36705, 37853, 39504, 39514, 40327, 44012, 44017, 44018, 44020, 44023, 44034, 44038, 45317, 46136]\n",
      "\n",
      "DT NN VBZ IN DT NNS eos\n",
      "[1886, 10706, 24487, 25354]\n",
      "\n",
      "DT JJ NN VBD IN DT NNS eos\n",
      "[1888, 1899, 29659]\n",
      "\n",
      "DT NN VBZ JJ RB RB eos\n",
      "[1889, 18047]\n",
      "\n",
      "DT JJ JJ NN VBG eos\n",
      "[1890, 4306, 28825, 43825]\n",
      "\n",
      "DT NN VBZ VBN VBN eos\n",
      "[1892, 43564]\n",
      "\n",
      "DT JJ NN NNS IN DT NNS eos\n",
      "[1893, 21640]\n",
      "\n",
      "DT NN NNS CC NNS DT NN eos\n",
      "[1909, 11610, 14780, 40087, 41490, 42555, 47219, 47648]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN IN JJ NNS eos\n",
      "[1911, 16063]\n",
      "\n",
      "DT NN VBZ VBG RP NNS eos\n",
      "[1930, 2001, 2147, 2246, 7605, 8356, 14725, 17208, 17725, 21570, 21604, 21605, 21606, 21607, 25242, 27597, 29634, 29638, 29642, 33702, 33719, 33807, 40041, 43627, 43910, 43940, 45957]\n",
      "\n",
      "DT NN NNS CC VBZ DT JJ NN eos\n",
      "[1964, 13106, 16034, 33698, 34627, 41603]\n",
      "\n",
      "DT NN VBZ JJ NN IN NN eos\n",
      "[1975, 11096, 13616, 17863]\n",
      "\n",
      "DT NN VBZ JJ NNS eos\n",
      "[1976, 2423, 11209, 11290, 11495, 11498, 21290, 21294, 24316, 26369, 27647, 30589, 31622, 33181, 33184, 33218, 33691, 33715, 33718, 37049, 37421, 39887, 41281, 46553, 48769]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN NN eos\n",
      "[1988, 6816, 11050, 11985, 15146, 15161, 17557, 17566, 17587, 17932, 17937, 17940, 17944, 17956, 17957, 17958, 18991, 19151, 21571, 24336, 24337, 24339, 24340, 24357, 24360, 24363, 24366, 24374, 32477, 32833, 32836, 32838, 32840, 32871, 35304, 41678, 45844]\n",
      "\n",
      "DT NN VBZ VBG CC VBG NN NNS eos\n",
      "[1993, 5925]\n",
      "\n",
      "DT NN VBD RP NN eos\n",
      "[1999, 14119, 16080, 22500, 37138]\n",
      "\n",
      "DT NN VBZ VBG NNS IN JJ NNS eos\n",
      "[2000, 5015, 14705, 21278]\n",
      "\n",
      "DT NN VBZ PRP$ JJ NN eos\n",
      "[2003, 31272, 31277, 31289]\n",
      "\n",
      "NNS VBP VBG IN NN NNS eos\n",
      "[2006, 16240]\n",
      "\n",
      "NNS VBP VBG NN NNS eos\n",
      "[2007, 6738, 16221, 18637, 36134, 45216]\n",
      "\n",
      "DT NN NNS VBP VBG VBN eos\n",
      "[2011, 31928]\n",
      "\n",
      "DT NN VBD DT NNS IN DT NN eos\n",
      "[2016, 2806, 2816, 3240, 3615, 3700, 3707, 3757, 11439, 12556, 13583, 13588, 15653, 19331, 32662, 32665, 34521, 34522, 38048, 48729]\n",
      "\n",
      "DT NNS VBP VBG RP DT NN eos\n",
      "[2017, 26157, 28186]\n",
      "\n",
      "DT NN NNS VBP VBG IN DT NN eos\n",
      "[2023, 7327, 30374, 44503]\n",
      "\n",
      "DT NN VBG NNS NN eos\n",
      "[2024, 2911, 3304, 3538, 6985, 11631, 11666, 11776, 11931, 12005, 17786, 20073, 35416, 40574]\n",
      "\n",
      "JJ NN IN JJ NN eos\n",
      "[2026, 12211]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT JJ NN IN DT NN eos\n",
      "[2042, 11642, 13518, 34763]\n",
      "\n",
      "DT JJ NNS DT NN eos\n",
      "[2043, 10857, 23737, 26199, 43212, 43231, 43237, 45352, 48072]\n",
      "\n",
      "NN NNS eos\n",
      "[2050, 3204, 8363, 8389, 10950, 21419, 24124, 27490, 28209, 30056, 31410, 42126]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB NN NN NN eos\n",
      "[2052, 2111]\n",
      "\n",
      "DT NN VBZ VBG NN NN NN eos\n",
      "[2055, 11693, 27884, 47557]\n",
      "\n",
      "WRB TO VB NN NN NN eos\n",
      "[2061, 2062, 2233, 3397, 3742]\n",
      "\n",
      "VBG NN NN NN eos\n",
      "[2082, 26626, 44728, 44729, 44730]\n",
      "\n",
      "NN VBZ DT NN eos\n",
      "[2089, 3552, 5204, 11705, 12084, 17484, 21478, 21820, 27958, 28901, 32405, 42589, 43858, 46832]\n",
      "\n",
      "DT NN IN DT NN VBZ VBG NN eos\n",
      "[2091, 11752, 25212, 27878, 39936]\n",
      "\n",
      "DT NN VBZ VBG NN NNS IN DT NN eos\n",
      "[2097, 9211, 12532, 16850, 16866, 17385, 22716, 38215, 46365, 46369, 46375, 46387, 46678, 46679, 46707, 48161]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN NNS IN DT NN eos\n",
      "[2098, 29968]\n",
      "\n",
      "DT NN VBZ NN NNS eos\n",
      "[2102, 8596, 15907, 33785]\n",
      "\n",
      "DT JJ NNS NNS eos\n",
      "[2105, 23107, 37668]\n",
      "\n",
      "PRP VBP VBG DT NN eos\n",
      "[2115, 37959, 47405]\n",
      "\n",
      "DT NN VBZ VBG DT NNS NN eos\n",
      "[2118, 7343, 8003, 8852, 8863, 18684, 20045, 20047, 20049, 20061, 23161, 23162, 23185, 23195, 25989, 28264, 30476, 30487, 30492, 30727, 32322, 40860, 46484, 47992]\n",
      "\n",
      "DT NNS VBG NN NN NN eos\n",
      "[2119, 2182, 2244]\n",
      "\n",
      "NN VBZ DT NN IN NNS eos\n",
      "[2124, 2247]\n",
      "\n",
      "NN VBZ VBN IN NNS eos\n",
      "[2126, 2249, 7238, 33811, 41646]\n",
      "\n",
      "NN VBZ VBG JJ NN eos\n",
      "[2128, 3466, 5555, 11857, 15867, 16074, 20764, 31970, 32519, 33700, 43360]\n",
      "\n",
      "DT NN VBG DT JJ IN JJ NNS eos\n",
      "[2133, 2234, 37102]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN TO NNS eos\n",
      "[2138, 41419, 46425]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN NN eos\n",
      "[2141, 4485, 6936, 14408, 20007, 40645, 45946, 47572]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NNS eos\n",
      "[2144, 3316, 3352, 4973, 7624, 11961, 21273, 23140, 27670, 29199, 29206, 29216, 29974, 32432, 32451, 34663, 34696, 37126, 37423, 37931, 39005, 41175]\n",
      "\n",
      "DT NN VBG RP NNS eos\n",
      "[2155, 29650, 37075, 38860, 47723]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS IN DT NN eos\n",
      "[2158, 3309, 3661, 3697, 7670, 12433, 12458, 13395, 14532, 14866, 15078, 15652, 16162, 16898, 21277, 26794, 26804, 26812, 27848, 27915, 30787, 31601, 31603, 31608, 32413, 33695, 36340, 38300, 40477, 41250, 41316, 41775, 43682]\n",
      "\n",
      "NN NN NNS eos\n",
      "[2166, 20344, 32702, 32710, 44499]\n",
      "\n",
      "DT NN VBZ DT NNS eos\n",
      "[2173, 3699, 3756, 6436, 8576, 13639, 19522, 25247, 26302, 26303, 29647, 30640, 32428, 32694, 41720, 44422, 44449, 48214]\n",
      "\n",
      "DT JJ NN IN WRB TO VB NN NN eos\n",
      "[2187, 12003]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN TO NNS eos\n",
      "[2190, 2254, 38978]\n",
      "\n",
      "NN NNS NNS eos\n",
      "[2195, 27690, 47668]\n",
      "\n",
      "NN VBZ VBG RP NNS eos\n",
      "[2201, 7233, 33806]\n",
      "\n",
      "DT NNS VBP VBG VBN IN DT NN eos\n",
      "[2209, 9920]\n",
      "\n",
      "DT NN VBZ JJ DT NN eos\n",
      "[2210, 10089, 14288, 19907, 20885, 24894, 26132, 28009, 28816, 30035]\n",
      "\n",
      "DT NN VBZ VBG DT NN CC VBG DT NN eos\n",
      "[2213, 28589, 36465]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN NNS IN DT NN eos\n",
      "[2220, 23839]\n",
      "\n",
      "NN VBZ VBN RP IN DT NN eos\n",
      "[2226, 10686]\n",
      "\n",
      "NN VBD RP DT JJ VBN NN eos\n",
      "[2228, 2229]\n",
      "\n",
      "NN VBZ VBG DT JJ JJ NN IN JJ NNS eos\n",
      "[2230, 16095]\n",
      "\n",
      "NN VBZ VBG VBN NNS eos\n",
      "[2231, 3249, 37262, 37273, 37299]\n",
      "\n",
      "DT NNS IN NN eos\n",
      "[2240, 31522]\n",
      "\n",
      "NN VBZ VBG DT JJ NN eos\n",
      "[2241, 2480, 4979, 16211, 19113, 21158, 21781, 23404, 27759, 32906, 33182, 33692, 35631, 42937, 42952, 43129, 46123, 47626]\n",
      "\n",
      "DT NN VBZ VBG VBN NN eos\n",
      "[2273, 3375, 25523, 25548, 25552, 27815, 33155, 33513, 33581, 38960, 41442, 48309, 48333, 48347]\n",
      "\n",
      "NN VBZ DT JJ NN IN NNS eos\n",
      "[2276, 38967]\n",
      "\n",
      "DT JJ NN VBZ VBG IN DT NNS NN eos\n",
      "[2279, 7344]\n",
      "\n",
      "DT JJ NN NN VBZ VBG eos\n",
      "[2284, 2300, 9731, 20171, 39449]\n",
      "\n",
      "DT NN VBZ VBG IN NNS NN eos\n",
      "[2285, 5052]\n",
      "\n",
      "DT NN NN IN IN DT NN POS NN eos\n",
      "[2288, 2292, 2306, 46951]\n",
      "\n",
      "DT NN VBZ VBG IN IN DT NN POS NN eos\n",
      "[2289, 46970]\n",
      "\n",
      "NN VBZ VBG DT JJ NN NN eos\n",
      "[2290, 12706, 40190]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN PRP$ NN eos\n",
      "[2315, 7715, 7716, 8580, 10900, 20699, 20753, 21513, 31824, 35592]\n",
      "\n",
      "DT NN VBZ DT NN IN PRP$ NN eos\n",
      "[2317, 2347, 16724, 16778, 19051, 22690, 34117, 35627, 37773, 39699, 41948, 42996, 43000, 43003, 43013, 44929, 45478, 45637, 45650, 48686]\n",
      "\n",
      "DT NN POS NN VBZ VBN IN DT NN NN eos\n",
      "[2322, 2328, 22698, 22707]\n",
      "\n",
      "DT NN VBD PRP$ NN IN DT NN NN eos\n",
      "[2324, 2325, 42691]\n",
      "\n",
      "DT NN VBZ DT NN NN IN PRP VBZ NN eos\n",
      "[2326, 22708]\n",
      "\n",
      "NNS VBG IN DT NN eos\n",
      "[2330, 5153, 6555, 17884, 21992, 21995, 22427, 26165, 28652, 31231, 35404, 35855, 36165, 37828, 39531, 40436, 42525, 42880, 42884]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NN IN DT NN eos\n",
      "[2331, 2341, 6245, 6513, 9396, 9949, 9993, 13998, 14098, 16947, 17166, 18225, 18293, 22070, 22072, 22076, 22078, 22080, 22081, 23532, 23540, 25909, 28438, 30428, 30917, 34104, 37412, 38209, 42109, 45134, 45169, 47127, 47999]\n",
      "\n",
      "DT NN VBZ PRP$ NN IN DT NN eos\n",
      "[2333, 2342, 7675, 10946, 19226, 19239, 20711, 21123, 22085, 23531, 30419, 31301, 31318, 34111, 34903, 34923, 37855, 39041, 41037, 41042, 45165, 45622, 45645, 47101]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN DT NN eos\n",
      "[2335, 3955, 4853, 7468, 7666, 7729, 8550, 9808, 10544, 10929, 11299, 12324, 17294, 17628, 20390, 20487, 21726, 22449, 22793, 23002, 23709, 23710, 23975, 24240, 24483, 24501, 24948, 25622, 26727, 27022, 27743, 28106, 29140, 29182, 30361, 30391, 30401, 30410, 31196, 31735, 31782, 31791, 31800, 31822, 31838, 33477, 34087, 34591, 37784, 38042, 38254, 43296, 44118, 46033, 48104, 48109, 48136, 48170]\n",
      "\n",
      "DT JJ NN VBZ VBG PRP$ NN eos\n",
      "[2337, 3836, 9989, 10159, 10167, 10171, 10178, 10179, 10182, 10187, 10188, 10190, 10198, 10200, 10202, 10203, 10206, 12090, 13353, 36934, 36936, 36952, 36962, 42970, 43325, 44773, 46386]\n",
      "\n",
      "DT NN VBG TO VB DT NN NN eos\n",
      "[2345, 9158]\n",
      "\n",
      "NNS VBP NN eos\n",
      "[2353, 21085, 21983, 35086, 35582]\n",
      "\n",
      "DT NN VBZ VBG JJ NN IN JJ NNS eos\n",
      "[2364, 32000, 41365]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN NN eos\n",
      "[2374, 8699, 9122, 11630, 13857, 13889, 19501, 19508, 23115, 26295, 27933, 28213, 31441, 32197, 32241, 40471, 42296, 43686, 44326, 45171, 46426, 46586, 47725, 47771]\n",
      "\n",
      "DT NN VBZ VBG JJ NN NNS eos\n",
      "[2381, 2387, 24305, 26591, 26782]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NNS eos\n",
      "[2384, 6306, 33720, 45585, 45586, 45605]\n",
      "\n",
      "NN VBD RP JJ NN eos\n",
      "[2395, 5234]\n",
      "\n",
      "NN VBG RP DT NN eos\n",
      "[2396, 30697]\n",
      "\n",
      "DT NN VBZ VBG RP JJ NNS eos\n",
      "[2406, 16136, 18592, 21276, 26809, 45848]\n",
      "\n",
      "DT NN VBG JJ NN eos\n",
      "[2416, 2807, 2842, 2869, 2961, 3069, 3093, 3121, 3644, 5374, 5770, 8027, 16737, 17500, 22505, 24307, 24735, 25542, 30760, 37434, 38088, 39218, 40561, 42583, 43374, 47628]\n",
      "\n",
      "DT NN NN NNS eos\n",
      "[2417, 2820, 3228, 4244, 5539, 8624, 13928, 15014, 16028, 16030, 17256, 17264, 20350, 22752, 24771, 26288, 29197, 30574, 30626, 30646, 35041, 35508, 38979, 39958, 40094, 40145, 43104, 44405, 44406, 44439, 44448, 44769, 45918, 46004]\n",
      "\n",
      "DT NN VBZ DT NN IN JJ NNS eos\n",
      "[2420, 3553, 14756, 15871]\n",
      "\n",
      "DT NN VBZ VBG NNS NN eos\n",
      "[2437, 5599, 6392, 7357, 11557, 17221, 17222, 20043, 20769, 26863, 30495, 34145, 34456, 34457, 35418, 38915, 40544, 40564, 42572, 42596, 44459, 44709, 44743, 44744, 45033]\n",
      "\n",
      "DT NN VBZ VBG NN IN NNS eos\n",
      "[2438, 3328, 3336, 3362, 3435, 5490, 6961, 13611, 13848, 15883, 16133, 16429, 19511, 24905, 24907, 24910, 24914, 24915, 24925, 24930, 24931, 25013, 25045, 25056, 29241, 32248, 32254, 33271, 38845, 38849, 38930, 41319, 41723, 43460, 43487, 43498, 43650, 45854]\n",
      "\n",
      "DT NN VBZ VBG CC VBG DT NN IN NNS eos\n",
      "[2449, 45990]\n",
      "\n",
      "DT NN NNS IN DT NN eos\n",
      "[2454, 2687, 5403, 6756, 7137, 7413, 7463, 8546, 8547, 8548, 10912, 10960, 11267, 11350, 11375, 12339, 14225, 14226, 14227, 14228, 14244, 14250, 14251, 19958, 20604, 20633, 20641, 21239, 22403, 23293, 23330, 23331, 23380, 30272, 30424, 30980, 31798, 34109, 34971, 40212, 44878, 46545, 48110, 48145, 48478, 48521, 48542]\n",
      "\n",
      "DT NN VBD PRP$ JJ NN IN DT NN eos\n",
      "[2471, 42068]\n",
      "\n",
      "DT NN NN IN NN NN eos\n",
      "[2475, 6236, 10240, 31452, 32625, 32650]\n",
      "\n",
      "DT NN VBG IN DT JJ NN eos\n",
      "[2482, 12638, 19132, 40620, 47034, 47993]\n",
      "\n",
      "DT VBZ DT JJ NN NN eos\n",
      "[2484, 20259]\n",
      "\n",
      "DT NN IN DT JJ NN VBZ VBG eos\n",
      "[2490, 2500]\n",
      "\n",
      "DT NN VBG DT NN VBZ VBG eos\n",
      "[2493, 18946, 36454]\n",
      "\n",
      "DT NN VBZ IN PRP$ NNS eos\n",
      "[2498, 14950, 14951, 14957, 14967, 18912, 18913, 18923, 18935, 36732, 37420, 41990]\n",
      "\n",
      "DT NN VBD IN DT NN eos\n",
      "[2504, 2507, 2521, 2691, 2695, 3173, 3174, 3207, 3208, 3209, 3210, 3905, 3966, 4201, 4206, 4419, 5412, 5633, 5634, 5666, 5667, 5668, 5669, 7236, 7476, 8535, 8536, 8720, 8896, 9092, 9729, 9730, 9734, 9750, 10010, 10023, 10512, 10513, 10535, 10936, 11348, 12345, 12361, 12569, 12874, 12875, 12899, 12921, 14184, 14479, 14597, 14647, 17258, 17440, 17443, 17461, 18042, 18043, 18092, 18196, 18864, 18868, 19964, 20097, 20100, 20240, 20245, 20788, 21237, 21243, 21738, 21753, 22459, 22460, 23297, 23352, 23584, 23585, 23944, 24525, 25697, 27033, 29863, 29920, 30086, 33847, 33850, 34093, 34108, 34565, 34970, 35130, 35266, 36210, 36571, 36573, 36714, 37860, 38153, 38154, 38155, 40227, 42616, 42620, 42635, 42775, 42874, 44378, 44593, 44888, 45461, 45462, 45648, 45723, 46551, 46886, 47005, 47611, 47983, 47986, 48096]\n",
      "\n",
      "DT NN IN DT JJ NN NNS eos\n",
      "[2506, 23064]\n",
      "\n",
      "JJ NNS VBP VBG eos\n",
      "[2512, 16391, 16627, 18003, 21859, 26168, 31911, 34021, 34357, 35483, 42540]\n",
      "\n",
      "NN VBG eos\n",
      "[2515, 5296, 6153, 9269, 9292, 9335, 9469, 9710, 10722, 22808, 31753, 33158, 33274, 41573, 45680, 47617]\n",
      "\n",
      "DT JJ NN VBZ RB VBG eos\n",
      "[2525, 45670]\n",
      "\n",
      "DT NN NNS eos\n",
      "[2526, 2554, 4286, 4308, 4688, 6571, 7444, 7852, 9205, 9733, 10508, 10509, 10510, 10521, 10972, 12089, 12392, 12398, 14384, 14509, 16384, 17454, 17888, 17889, 18194, 18927, 23059, 23650, 23717, 23942, 24289, 24959, 27132, 27182, 28050, 28981, 28996, 29004, 29511, 29557, 31157, 33034, 33601, 33994, 35026, 35051, 36655, 36657, 36658, 36666, 36880, 40213, 40221, 42416, 42537, 42631, 42772, 42897, 42921, 42922, 43606, 44375, 44488, 45722, 47280, 48531]\n",
      "\n",
      "DT NN VBZ JJ NN eos\n",
      "[2528, 2529, 2550, 3684, 6347, 9418, 10031, 14941, 15859, 17153, 19978, 24892, 25456, 25539, 26501, 26692, 29294, 32025, 32622, 33119, 36753, 37226, 37952, 40677, 41354, 42138, 44995, 48730]\n",
      "\n",
      "DT NN VBZ NN VBG eos\n",
      "[2530, 2531, 2533, 2538, 2539, 2547, 12315, 25960, 31938, 32099, 34114]\n",
      "\n",
      "DT NN VBZ NN VBG IN DT NN eos\n",
      "[2532, 12405]\n",
      "\n",
      "DT NN VBZ VBG NN VBG eos\n",
      "[2534, 5253, 9970, 14102, 17489, 23036, 28594, 29916]\n",
      "\n",
      "DT NN VBZ JJ VBG IN DT NN eos\n",
      "[2535, 16677, 17427]\n",
      "\n",
      "RB JJ JJ NN NN eos\n",
      "[2558, 18285, 44834, 44870]\n",
      "\n",
      "DT NN VBZ VBG PRP IN DT NN eos\n",
      "[2565, 23530, 23536, 30420, 30448, 30451, 36947, 37631]\n",
      "\n",
      "DT NN VBZ JJ IN DT JJ NN eos\n",
      "[2573, 7550, 26648, 34807]\n",
      "\n",
      "DT NN VBD TO VB DT NN NN eos\n",
      "[2574, 18182, 25984]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN NN eos\n",
      "[2589, 4548, 4553, 9307, 9600, 17519, 25831, 27892, 31533, 31534, 31550, 32006, 32315, 33525, 34431, 35334, 39954, 41062, 41436, 47701]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN DT NN eos\n",
      "[2590, 3026, 4709, 4878, 17583, 19311, 19871, 21103, 24422, 26064, 26081, 33415, 33434, 33465, 34761, 35258, 35308, 35314, 35341, 35342, 37046, 37997, 38867, 41045, 43030, 45815, 46876, 47010, 47026]\n",
      "\n",
      "DT NN VBZ VBG NN IN IN DT NN NN eos\n",
      "[2598, 8218, 13557, 31766]\n",
      "\n",
      "NN VBZ VBN eos\n",
      "[2600, 4559, 13009, 40057, 41410, 42290, 46722]\n",
      "\n",
      "NN VBZ VBG DT NN IN NN eos\n",
      "[2602, 2800, 3035, 3043, 3053, 3068, 3415, 3473, 3511, 3537, 3640, 4493, 4530, 4616, 6820, 6846, 15154, 15862, 16347, 16427, 19913, 27971, 28626, 28655, 30578, 32017, 34429, 34462, 34463, 34464, 38333, 40478, 46113, 46443, 47666]\n",
      "\n",
      "NN VBD DT NN IN DT NN eos\n",
      "[2603, 8822, 25110, 28654, 31804, 38494, 46747, 47156]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN NN IN DT NN eos\n",
      "[2610, 27668]\n",
      "\n",
      "VBG DT NN NN eos\n",
      "[2611, 5931, 11766, 11853, 16715, 19650, 22400, 24299, 38570, 43126, 46138]\n",
      "\n",
      "CD NN VBZ VBG NN eos\n",
      "[2622, 4667, 5598, 10611, 15532, 15703, 18939, 23789, 24795, 25229, 25369, 29086, 32722, 32799, 33041, 34785, 37042, 40034, 44344]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN NN eos\n",
      "[2637, 3366, 5049, 8633, 14281, 14753, 16149, 19709, 19729, 19742, 22629, 29917, 33138, 34725, 36922, 42282, 43046, 44080, 48345]\n",
      "\n",
      "DT NN VBZ PRP$ NN IN DT JJ NN eos\n",
      "[2641, 34097]\n",
      "\n",
      "NN IN DT NN NN eos\n",
      "[2647, 6177, 26207, 29618, 35003, 36163]\n",
      "\n",
      "DT NN VBZ DT JJ NN NN eos\n",
      "[2651, 16193, 19731, 19754, 23300, 24736, 33057, 38376, 44078, 44089]\n",
      "\n",
      "DT NN VBZ VBG VBG IN IN DT NN eos\n",
      "[2656, 9584]\n",
      "\n",
      "DT NN VBZ VBG IN DT JJ NN IN DT NN eos\n",
      "[2657, 13738, 23383, 30385, 47077]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN NN eos\n",
      "[2659, 4857, 4874, 5622, 7437, 9400, 13297, 23896, 23905, 24040, 24417, 24995, 25531, 32113, 32144, 35731, 42669, 43275, 44622, 44626, 44632, 45922, 48678, 48690]\n",
      "\n",
      "DT NN IN DT NN eos\n",
      "[2661, 4271, 4341, 5053, 6493, 7935, 8393, 8482, 8670, 9739, 10210, 10730, 10896, 13041, 14378, 18070, 18871, 18883, 19424, 20247, 23329, 24181, 24496, 27733, 28122, 28425, 28495, 28530, 28552, 28929, 30441, 31701, 31705, 32724, 34566, 35348, 37354, 41902, 43077, 43287, 43899, 44230, 44917, 47876, 47942]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NNS eos\n",
      "[2665, 4190, 6570, 6606, 7890, 14480, 14953, 15259, 15261, 15264, 15266, 15267, 15268, 15270, 15271, 15272, 15274, 15283, 15286, 15290, 15295, 15296, 15297, 15298, 18244, 18245, 18246, 18247, 18257, 18258, 18260, 18262, 18263, 18267, 18272, 18273, 18280, 18281, 18283, 18284, 18288, 18290, 22077, 26135, 26305, 31846, 31847, 34162, 34163, 34166, 34167, 34168, 34170, 34180, 34181, 34190, 34191, 34192, 34194, 34195, 34203, 34204, 34205, 34206, 34209, 34912, 34913, 34960, 35682, 35684, 35686, 35692, 35706, 35707, 35716, 37377, 37378, 39230, 39231, 39232, 39233, 39239, 39242, 39246, 39262, 39263, 39271, 39273, 39277, 43770, 43776, 43780, 43781, 43784, 43789, 43790, 47108]\n",
      "\n",
      "DT NN VBG JJ NN IN DT NN eos\n",
      "[2667, 2777, 15989, 16692, 31644, 41340]\n",
      "\n",
      "DT NN VBG TO VB DT NN IN PRP$ NN eos\n",
      "[2668, 30647]\n",
      "\n",
      "NN VBZ VBG IN NN NN eos\n",
      "[2671, 47537]\n",
      "\n",
      "DT JJ NN VBG PRP$ eos\n",
      "[2673, 9202]\n",
      "\n",
      "DT NN NN IN DT NN IN DT NN eos\n",
      "[2674, 10553, 20470, 20508, 25828, 34886, 35320, 35323, 35355, 46871]\n",
      "\n",
      "DT NN VBZ VBN IN DT NN NN eos\n",
      "[2679, 10334, 10353, 10360, 10367, 12870, 12879, 15928, 15951, 18135, 18153, 26259, 28923, 32745, 35566, 44271, 46698, 47885]\n",
      "\n",
      "DT NN NN VBZ VBG IN DT NN eos\n",
      "[2685, 2686, 2697, 2726, 4292, 4297, 5092, 6587, 7754, 7818, 10699, 10701, 10703, 10716, 13209, 16713, 20099, 20636, 22456, 23010, 23289, 23295, 23296, 23314, 23316, 24147, 24151, 24163, 26007, 27779, 28450, 29124, 31007, 32768, 34964, 35183, 35185, 35194, 35284, 35488, 35500, 35528, 36582, 38262, 39369, 39370, 39371, 39375, 39376, 39377, 39378, 39379, 39383, 39387, 39392, 39397, 39398, 39399, 39400, 39401, 39402, 39403, 39414, 39415, 39529, 39867, 39882, 41969, 42954, 45214, 45481, 47184, 47428, 48635, 48657, 48667]\n",
      "\n",
      "DT NN NN NN VBZ VBG eos\n",
      "[2688, 22052, 33857]\n",
      "\n",
      "DT NN NNS IN DT NNS eos\n",
      "[2692, 44024]\n",
      "\n",
      "DT JJ NN VBZ VBG RB IN DT NN eos\n",
      "[2701, 14329, 28431, 33460, 34230]\n",
      "\n",
      "DT NN NN VBZ VBG IN DT NNS eos\n",
      "[2706, 29653, 38263]\n",
      "\n",
      "DT VBG NN eos\n",
      "[2708, 5426, 44916]\n",
      "\n",
      "NN VBG IN DT NN eos\n",
      "[2727, 4883, 6499, 6624, 14185, 21891, 23948, 28973, 29946, 30706, 31839, 31840, 31940, 35875, 40356, 41847, 44124, 44404, 44673, 48135, 48421]\n",
      "\n",
      "DT NN VBG IN NN NN eos\n",
      "[2730, 10897, 16796, 36741, 43312, 44584, 44747, 46558]\n",
      "\n",
      "DT VBG DT NN eos\n",
      "[2732, 6416, 22951, 39878, 40310]\n",
      "\n",
      "DT NN JJ NN IN DT NN eos\n",
      "[2735, 2917, 7361, 13653, 17359, 17693, 21903, 22499, 25104, 34279, 34280, 38383, 38384, 38413, 38422, 38451, 45571, 46233]\n",
      "\n",
      "DT NN VBZ VBG NN TO DT NN eos\n",
      "[2739, 2744, 2922, 3008, 3608, 4469, 4939, 7995, 8179, 8693, 11547, 13549, 13579, 15960, 19218, 25078, 25090, 25501, 27019, 27796, 27989, 29451, 29455, 31633, 32593, 32605, 32824, 33014, 38613, 38647, 46316]\n",
      "\n",
      "DT NN VBD NN TO DT NN eos\n",
      "[2745, 25135, 31569, 34290, 38395]\n",
      "\n",
      "DT NN VBD NN IN DT NN eos\n",
      "[2748, 2882, 2910, 2938, 3089, 3091, 3100, 9665, 12058, 13626, 19240, 25091, 29457, 29471, 32816, 32819, 32826, 32828, 34293, 34307, 35738, 36800, 37736, 38396, 38940, 38949, 40309, 46247]\n",
      "\n",
      "DT NN VBZ VBG NN IN TO DT NN eos\n",
      "[2752, 4526, 25087, 45473]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NNS IN DT NN eos\n",
      "[2761, 16294, 18748, 19692, 25819, 32414, 40929, 41792, 42102, 44141, 45567, 45817, 47638]\n",
      "\n",
      "DT NN VBZ VBZ IN DT NN eos\n",
      "[2762, 2944, 8681, 48378]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS IN DT NN IN DT NN eos\n",
      "[2763, 16863]\n",
      "\n",
      "NN VBZ VBG NNS IN DT NN eos\n",
      "[2764, 2767, 2768, 2829, 2840, 2959, 2990, 3019, 3633, 3696, 7613, 11537, 13397, 13403, 19314, 36909, 36975, 38298, 38307, 38378, 38586, 38684, 41211, 41288, 43130, 48399]\n",
      "\n",
      "DT NN VBZ VBG NN TO DT NN NN eos\n",
      "[2765, 2856, 25101, 32810, 38522]\n",
      "\n",
      "NN VBZ VBG NNS TO DT NN eos\n",
      "[2766, 2947]\n",
      "\n",
      "DT NN VBZ VBG JJ NNS TO DT NN eos\n",
      "[2769, 3611, 12459, 16167, 27935]\n",
      "\n",
      "DT NN VBZ VBG DT NN JJ eos\n",
      "[2775, 13908, 42351]\n",
      "\n",
      "NN VBZ VBG JJ IN DT NN eos\n",
      "[2776, 31964, 37087, 37111]\n",
      "\n",
      "JJ NN VBZ VBG JJ eos\n",
      "[2780, 42330]\n",
      "\n",
      "DT NN VBD DT NNS TO DT NN eos\n",
      "[2783, 3793]\n",
      "\n",
      "VBG DT NN eos\n",
      "[2791, 2839, 3386, 3541, 3620, 4215, 4490, 5861, 6030, 8889, 9738, 10358, 10832, 11191, 11553, 15219, 15677, 16371, 16449, 17369, 17995, 19458, 20126, 20316, 20483, 21038, 22865, 22900, 24263, 24725, 24823, 24936, 25167, 25677, 26634, 26666, 26921, 27458, 29621, 29622, 32039, 32302, 33088, 33532, 33675, 34035, 36302, 36685, 37978, 38596, 40062, 40097, 40277, 40668, 40714, 40756, 41044, 41111, 41424, 42184, 42789, 42877, 43340, 43361, 43847, 44152, 44160, 45800, 47205, 48534]\n",
      "\n",
      "DT NN VBZ VBG RB NNS IN DT NN eos\n",
      "[2797, 6688]\n",
      "\n",
      "NN VBZ VBG DT NN IN NNS eos\n",
      "[2808, 15865, 37300, 46724]\n",
      "\n",
      "DT CD VBZ VBG JJ eos\n",
      "[2809, 3326, 3357, 3617, 13411, 13677, 26674, 27944, 33743, 38400, 38500, 46297, 48736]\n",
      "\n",
      "DT NN VBZ NNS TO DT NN IN NNS eos\n",
      "[2825, 3713]\n",
      "\n",
      "DT NN VBZ VBG JJ TO DT NN eos\n",
      "[2830, 5958, 5977, 5998, 25133, 41266, 46959]\n",
      "\n",
      "DT NN VBZ VBG NNS TO DT NN IN NNS eos\n",
      "[2834, 2844]\n",
      "\n",
      "DT NN VBZ JJ NN IN DT NN eos\n",
      "[2853, 2854, 2875, 6328, 6851, 9286, 10212, 11567, 15070, 15081, 25299, 27791, 27810, 37998, 38642, 38643, 38667, 40548, 46279, 47550]\n",
      "\n",
      "NN VBZ VBG VB IN DT NN eos\n",
      "[2857, 2867, 2905, 2929]\n",
      "\n",
      "NN VBZ VBG JJ NN IN DT NN eos\n",
      "[2858, 2859, 26844, 27801, 27822]\n",
      "\n",
      "DT NN VBD JJ NN IN DT NN eos\n",
      "[2863, 5557, 6093, 15256, 17843, 26350, 28069, 38654, 46288, 47551]\n",
      "\n",
      "DT NN VBG DT JJ NN NN eos\n",
      "[2866, 10047, 32134, 34747, 36906, 48287]\n",
      "\n",
      "NN RB VBD DT NNS TO VB DT eos\n",
      "[2868, 2960]\n",
      "\n",
      "DT NN VBZ NN IN DT NN MD eos\n",
      "[2885, 2904, 2906]\n",
      "\n",
      "DT NN VBD NN IN DT NN NN MD eos\n",
      "[2895, 2896, 2898]\n",
      "\n",
      "DT NN VBZ VBG NN TO VBG NN eos\n",
      "[2918, 2976, 38582, 46238]\n",
      "\n",
      "NN VBZ VBG NN TO DT NN eos\n",
      "[2919, 38388, 38584]\n",
      "\n",
      "DT NN VBZ DT NN IN DT JJ NN eos\n",
      "[2925, 10046, 11683, 13666, 13748, 16708, 16914, 18204, 19759, 21470, 28808, 32606, 32921, 37760, 38296, 41832, 43222]\n",
      "\n",
      "EX VBZ VBG DT NN eos\n",
      "[2927, 16435, 20021, 25083, 38403]\n",
      "\n",
      "DT NN VBZ VBG NNS TO DT NN IN DT NN eos\n",
      "[2946, 2999]\n",
      "\n",
      "DT NN VBZ VBG NNS TO DT NN NN eos\n",
      "[2948, 3645]\n",
      "\n",
      "NN VBZ VBG NNS TO VB eos\n",
      "[2951, 3631, 35158]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN NN IN DT NN eos\n",
      "[2974, 27794]\n",
      "\n",
      "NN VBZ VBG NNS IN DT NN IN NNS eos\n",
      "[2975, 3728, 8620]\n",
      "\n",
      "DT NN VBZ VBG VBG TO DT NN eos\n",
      "[2981, 3011]\n",
      "\n",
      "DT NN VBD JJ NN TO DT NN eos\n",
      "[2983, 2996, 3013, 32648]\n",
      "\n",
      "DT NN VBZ VBG NNS TO NN eos\n",
      "[2992, 41710]\n",
      "\n",
      "DT NN VBZ DT NN VBG IN DT NN eos\n",
      "[3015, 38623]\n",
      "\n",
      "DT NN VBD NN TO DT NN IN DT NN eos\n",
      "[3016, 27865, 38433]\n",
      "\n",
      "EX VBZ VBG NN eos\n",
      "[3017, 9606]\n",
      "\n",
      "DT NN VBD DT NN IN NN IN DT NN eos\n",
      "[3023, 6829, 19225, 26728, 28657, 31530, 34440, 40937]\n",
      "\n",
      "NN VBZ VBG DT NN IN NN IN DT NN eos\n",
      "[3030, 23019, 34428, 36996, 46189]\n",
      "\n",
      "DT JJ NN VBZ VBG NN IN DT NN eos\n",
      "[3033, 10113, 16006, 26398, 26430, 28553, 30813, 33438, 46156]\n",
      "\n",
      "NN VBD DT NN IN NN eos\n",
      "[3041, 3062, 3074, 6943, 16434, 30659, 30662, 42292, 45615, 46410, 47257, 47258]\n",
      "\n",
      "EX VBZ DT VBG DT NN eos\n",
      "[3042, 11842, 29460, 37063, 47378]\n",
      "\n",
      "DT NN VBZ VBG RP NN eos\n",
      "[3070, 3261, 9405, 10077, 14153, 14873, 16016, 19625, 19626, 19640, 19643, 20269, 24309, 25059, 27879, 30267, 32839, 33159, 33435, 33681, 33771, 33780, 35752, 35756, 35778, 38920, 40141, 40739, 41422, 43353, 43386, 43468, 47060, 48518]\n",
      "\n",
      "DT NN VBZ VBP IN NN eos\n",
      "[3079, 3103]\n",
      "\n",
      "DT NN VBZ NN IN DT NN IN NN eos\n",
      "[3080, 4600, 4601, 4613, 15550, 25480, 31625, 34832, 38578, 46318, 46337, 46355]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN IN NN eos\n",
      "[3086, 3095, 11819, 15938, 24983, 25154, 25156, 25431, 45432]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN IN NN eos\n",
      "[3088, 26554]\n",
      "\n",
      "DT NN NNS VBP IN DT NN eos\n",
      "[3090, 3307, 3712, 21341, 25969]\n",
      "\n",
      "NN VBZ VBG VBN IN NN eos\n",
      "[3102, 11473, 14133, 17839, 17840, 17879, 24192, 31960, 33963, 34007]\n",
      "\n",
      "DT NN VBZ JJ TO VB eos\n",
      "[3104, 46730]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN JJ NN eos\n",
      "[3105, 47000, 47009]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN JJ IN NN eos\n",
      "[3106, 3130, 43274]\n",
      "\n",
      "DT NN VBD IN DT NN IN NN eos\n",
      "[3115, 3126, 5791, 46855]\n",
      "\n",
      "DT NN VBZ VBG IN JJ NN eos\n",
      "[3123, 4386, 5545, 5554, 5559, 5914, 10064, 10864, 12474, 15212, 15224, 16202, 17211, 17233, 19231, 19752, 20271, 21152, 21506, 31298, 32127, 32623, 35174, 38072, 44359, 44360, 44361, 44362, 46998, 47015, 47019, 47352, 47622, 48290]\n",
      "\n",
      "DT NN VBZ VBG CC VBG DT NN IN NN eos\n",
      "[3136, 15170, 15175, 21154, 35431]\n",
      "\n",
      "DT NN VBZ VBP eos\n",
      "[3144, 4634, 11250, 27461, 32393, 35251, 48244]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN VBG IN DT NN eos\n",
      "[3145, 18552, 35013, 38043, 44932]\n",
      "\n",
      "DT NN VBD DT NN IN PRP$ NN eos\n",
      "[3146, 5082, 6322, 6325, 6334, 8970, 14612, 14625, 15312, 15698, 19127, 21117, 21208, 25820, 29331, 34324, 34328, 35634, 35635, 36290, 37471, 37488, 37583, 43863]\n",
      "\n",
      "DT NN VBZ VBG CC VBG eos\n",
      "[3154, 4685, 6994, 7425, 8454, 8568, 8706, 8711, 8712, 8733, 11308, 18679, 19149, 19179, 19181, 20141, 23379, 23617, 25996, 29530, 29560, 29736, 29755, 30181, 34055, 39279, 42960, 44781]\n",
      "\n",
      "DT NN VBG DT JJ NN eos\n",
      "[3158, 4767, 12031, 18265, 22509, 23381, 23825, 24026, 24772, 29347, 29349, 29360, 29488, 30111, 30606, 33402, 34730, 37547, 38748, 39759, 43011, 43293, 45536, 47064, 48610]\n",
      "\n",
      "DT NN NN IN DT NN NN eos\n",
      "[3166, 3170, 3186, 3187, 3195, 3196, 3198, 3199, 5631, 7742, 12165, 12363, 18083, 18087, 18195, 20511, 24368, 26220, 27741, 31737, 34883, 37521, 40246, 41929, 41973, 41995, 43434, 44614, 45264, 45451, 47917]\n",
      "\n",
      "DT NN VBD IN DT NN NN eos\n",
      "[3178, 5991, 10533, 13912, 13927, 17321, 18084, 18147, 18177, 24352, 28811, 29168, 29171, 39384, 39385, 44717, 44722, 48153]\n",
      "\n",
      "DT JJ NN VBZ TO VB eos\n",
      "[3180, 12104]\n",
      "\n",
      "DT NN VBZ TO VB IN DT NN eos\n",
      "[3201, 48099]\n",
      "\n",
      "DT JJ NN VBD VBG IN DT NN eos\n",
      "[3202, 47514]\n",
      "\n",
      "NNS VBP VBG DT JJ NN eos\n",
      "[3203, 18157, 39784]\n",
      "\n",
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      "\n",
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      "DT NN VBZ RP DT VBG NN IN DT NN eos\n",
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      "\n",
      "DT NN VBZ VBG NN NN IN PRP$ NN eos\n",
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      "\n",
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      "\n",
      "DT NN VBZ VBG PRP$ NNS IN DT NN eos\n",
      "[13277, 18256, 18274, 22075, 22096, 34911, 35685, 35687, 35689, 35695, 35698, 35710, 35718]\n",
      "\n",
      "DT NN CC DT NN VBG IN NN eos\n",
      "[13290, 23279]\n",
      "\n",
      "DT NN CC NN VBP VBG DT NN NN eos\n",
      "[13293, 29839]\n",
      "\n",
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      "[13312, 28052]\n",
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      "[13315, 32306]\n",
      "\n",
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      "[13339, 13351, 13352, 13383, 42977]\n",
      "\n",
      "DT NN VBZ VBG PRP VBZ JJ eos\n",
      "[13358, 39255, 42966]\n",
      "\n",
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      "\n",
      "DT JJ NN VBZ VBG PRP eos\n",
      "[13377, 13387, 36932, 36933, 36935, 36939, 36942, 36951, 36953, 36954]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN CC VBZ PRP eos\n",
      "[13400, 13470]\n",
      "\n",
      "DT NN NN VBD DT NN NN eos\n",
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      "NN VBG DT NN IN DT NN eos\n",
      "[13417, 18215, 23144, 43055]\n",
      "\n",
      "VBG WRB TO VB NN NN eos\n",
      "[13419, 31966, 32010, 35148, 37272, 42571]\n",
      "\n",
      "DT NN VBZ VBG NN NN NN NN eos\n",
      "[13422, 13425]\n",
      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT NN VBD DT NN TO VB DT NN MD eos\n",
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      "\n",
      "DT NN VBG JJ NN NNS eos\n",
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      "\n",
      "DT NN VBZ VBZ DT NN IN DT NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "[14001, 30707, 41861]\n",
      "\n",
      "JJ PRP$ JJS NN eos\n",
      "[14017, 14074]\n",
      "\n",
      "DT NN NN NN VBG eos\n",
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      "DT NN CC NN NN IN DT NN eos\n",
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      "[14118, 16059, 33510, 33585, 33778, 33815]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB JJ NN NN eos\n",
      "[14121, 14164]\n",
      "\n",
      "DT NNS VBG JJ NN NN eos\n",
      "[14127, 48359]\n",
      "\n",
      "WRB TO VB JJ NN NN eos\n",
      "[14128, 15087, 16155, 17878]\n",
      "\n",
      "DT NN VBZ VBG CD NN NNS eos\n",
      "[14140, 31390]\n",
      "\n",
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      "[14144, 14694, 19339, 39773, 39800, 39807]\n",
      "\n",
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      "[14146, 21337, 37748, 37774]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN RB RB eos\n",
      "[14186, 36729]\n",
      "\n",
      "DT NN VBZ VBG DT IN DT NN eos\n",
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      "\n",
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      "\n",
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      "[14247, 14248]\n",
      "\n",
      "DT NN VBZ VBG DT VBG NN eos\n",
      "[14283, 14286, 25977, 25983, 28839, 32349]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN NN NN eos\n",
      "[14293, 48757]\n",
      "\n",
      "DT NN IN NNS VBP VBG DT NN eos\n",
      "[14301, 35391]\n",
      "\n",
      "JJ JJ NNS VBP VBG IN DT NN eos\n",
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      "\n",
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      "[14311, 22923, 26160]\n",
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      "[14323, 43575, 43596]\n",
      "\n",
      "DT NN POS VBP VBG eos\n",
      "[14346, 29832]\n",
      "\n",
      "DT NN VBZ CC NNS eos\n",
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      "\n",
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      "\n",
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      "[14377, 28572, 29854, 44199]\n",
      "\n",
      "DT NN VBZ VBN IN PRP$ NN eos\n",
      "[14401, 28284, 28306]\n",
      "\n",
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      "\n",
      "DT CD NNS VBP VBG DT JJ eos\n",
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      "\n",
      "DT NN VBZ VBG CC VBG RB CC NN eos\n",
      "[14502, 47193]\n",
      "\n",
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      "[14513, 15105, 15144, 19512, 25544, 28940, 31727, 31947, 33688, 34809, 35332, 35688, 37069, 42297]\n",
      "\n",
      "DT NN VBZ NNS IN eos\n",
      "[14534, 46537, 46556]\n",
      "\n",
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      "\n",
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      "\n",
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      "[14580, 14596]\n",
      "\n",
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      "\n",
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      "[14643, 14644, 14668, 26024, 27392, 27393, 27394, 27425, 27427, 27428]\n",
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      "\n",
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      "\n",
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      "[14973, 18926, 26300, 26333, 26338, 35701, 39240, 39270, 39278, 43778, 43796, 44424, 44425]\n",
      "\n",
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      "\n",
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      "\n",
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      "[15118, 22061, 22156, 23440, 24712, 35514, 42545]\n",
      "\n",
      "WRB TO VB DT NN NN eos\n",
      "[15132, 19609, 24201, 46779]\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT JJ NN VBZ VBG IN DT NN VBG DT NN eos\n",
      "[15300, 15342]\n",
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      "\n",
      "DT JJ NNS VBZ VBG DT NN eos\n",
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      "\n",
      "DT NN VBG IN DT NN NN NN TO VB NN eos\n",
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      "DT JJ NNS TO VB DT NN eos\n",
      "[15399, 20748, 29474, 30502]\n",
      "\n",
      "DT NN VBD IN IN DT NN TO VB DT NN eos\n",
      "[15401, 15402]\n",
      "\n",
      "DT NN VBN VBZ VBG DT NN CC VBG DT NN eos\n",
      "[15525, 21023, 22652]\n",
      "\n",
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      "[15633, 42812]\n",
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      "DT NN VBZ VBG DT JJ NN NN RB eos\n",
      "[15692, 37456]\n",
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      "DT NN VBZ VBG IN DT NNS IN DT NN eos\n",
      "[15721, 35344, 37453]\n",
      "\n",
      "DT NN VBZ VBG DT NN RB eos\n",
      "[15759, 19864, 25651]\n",
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      "DT NN NN CC VBG DT NN IN DT NN eos\n",
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      "\n",
      "DT NN VBG NN TO VB eos\n",
      "[15793, 42119]\n",
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      "[15819, 17804]\n",
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      "[15844, 16492, 26877, 31159, 32584, 33061, 33065, 38782, 46796]\n",
      "\n",
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      "\n",
      "DT NN VBZ VBG RB VBN NN eos\n",
      "[15882, 38777, 48338]\n",
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      "DT NN VBZ JJ IN DT NN NN eos\n",
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      "DT NN VBZ DT NN IN NN IN NN eos\n",
      "[15888, 24187, 25421, 25423, 25447, 29258]\n",
      "\n",
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      "[15891, 48674, 48702]\n",
      "\n",
      "NN VBZ VBN IN DT NN IN NN eos\n",
      "[15910, 46291]\n",
      "\n",
      "DT NN VBZ DT NN NN IN DT NN IN NN eos\n",
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      "DT NN VBZ NN IN NNS eos\n",
      "[15916, 25023, 25052, 41186]\n",
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      "DT NN VBZ DT NN IN NN IN DT JJ NN eos\n",
      "[15917, 24225]\n",
      "\n",
      "DT NN VBZ VBG VBN IN DT NN NN eos\n",
      "[15948, 18140, 37809, 48755, 48763]\n",
      "\n",
      "DT NN VBD DT NN CC VB PRP IN DT NN eos\n",
      "[15968, 35443, 44988]\n",
      "\n",
      "NN VBZ NN IN DT NN eos\n",
      "[15983, 28297, 34459, 38437]\n",
      "\n",
      "DT JJ NN NN VBZ VBG VBN eos\n",
      "[16026, 47437]\n",
      "\n",
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      "[16046, 18560, 26256, 28473, 39013, 41643, 41677]\n",
      "\n",
      "NN NN NN IN NN eos\n",
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      "VBG JJ eos\n",
      "[16065, 35904]\n",
      "\n",
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      "[16077, 30811, 33198, 41180]\n",
      "\n",
      "DT NN VBZ VBG DT NNS IN TO JJ NNS eos\n",
      "[16085, 33716, 33822]\n",
      "\n",
      "DT NN VBD RP NNS eos\n",
      "[16107, 27651, 40450, 47705]\n",
      "\n",
      "DT NN VBD RP DT JJ NN eos\n",
      "[16111, 18091, 23396, 23397, 25248, 33708, 41644, 43467, 48053]\n",
      "\n",
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      "[16132, 26796, 27908, 35465, 48601]\n",
      "\n",
      "NN VBZ VBG NN IN NNS eos\n",
      "[16135, 16426, 16438, 24909, 24917, 31977, 40476]\n",
      "\n",
      "DT NN VBZ VBG VBN IN DT NNS eos\n",
      "[16198, 16217]\n",
      "\n",
      "NNS IN NN NNS VBP VBG IN DT NN eos\n",
      "[16220, 16227]\n",
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      "\n",
      "JJ JJ NNS VBP VBG IN DT NN NN eos\n",
      "[16225, 21429]\n",
      "\n",
      "DT NNS VBP VBG DT NN NN eos\n",
      "[16232, 16246, 18606, 18607, 22348, 22371, 25280, 33938, 47403]\n",
      "\n",
      "JJ NN NNS VBP VBG IN DT NN eos\n",
      "[16242, 36108, 44474]\n",
      "\n",
      "DT NN VBZ VBG CC PRP VBZ IN DT NN eos\n",
      "[16282, 25847]\n",
      "\n",
      "DT JJ NNS DT JJ NN eos\n",
      "[16297, 43263]\n",
      "\n",
      "DT NN VBZ VBG WRB TO VB DT NN NN eos\n",
      "[16306, 24203, 42302, 48188]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN NNS IN DT NN eos\n",
      "[16310, 45986]\n",
      "\n",
      "VBG RP DT NN eos\n",
      "[16312, 22032]\n",
      "\n",
      "DT NN VBZ VBG RB IN JJ NNS eos\n",
      "[16350, 25016]\n",
      "\n",
      "DT NN VBD RP eos\n",
      "[16356, 29717]\n",
      "\n",
      "DT NN VBZ CD NNS IN VBG eos\n",
      "[16395, 31424]\n",
      "\n",
      "CD NNS VBP VBG , CC VBG eos\n",
      "[16396, 37185]\n",
      "\n",
      "DT NN VBZ VBG NN TO VB DT NN eos\n",
      "[16476, 46770, 46777]\n",
      "\n",
      "DT NN VBZ DT NN TO VB DT NN eos\n",
      "[16504, 19257]\n",
      "\n",
      "DT NN VBZ VBG VBN IN IN DT NN eos\n",
      "[16512, 26761, 33991, 37310, 47978]\n",
      "\n",
      "DT NN VBG NN POS NN eos\n",
      "[16531, 20063]\n",
      "\n",
      "CD NNS VBP VBG IN DT NN IN DT NN eos\n",
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      "\n",
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      "\n",
      "DT NN VBZ IN DT NN IN NNS eos\n",
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      "\n",
      "DT NN VBD IN PRP NNS eos\n",
      "[16585, 16605]\n",
      "\n",
      "DT NN VBG VBN NN eos\n",
      "[16589, 27861, 27936]\n",
      "\n",
      "DT NN VBZ IN NN NNS eos\n",
      "[16592, 36189, 36216]\n",
      "\n",
      "DT NNS VBN IN NN IN DT NN eos\n",
      "[16608, 16621]\n",
      "\n",
      "DT NN IN NNS VBP VBG IN NN IN DT NN eos\n",
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      "\n",
      "NNS VBP VBG IN NN IN DT NN eos\n",
      "[16616, 16617, 16618, 16626, 16650, 20430, 39497]\n",
      "\n",
      "NN NN VBN IN NN POS NN eos\n",
      "[16625, 16651]\n",
      "\n",
      "DT NN IN NN NN IN NN eos\n",
      "[16634, 20858]\n",
      "\n",
      "DT NNS VBP VBG RB eos\n",
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      "\n",
      "NNS VBG RB IN DT NN eos\n",
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      "\n",
      "NNS VBP VBG IN DT NN IN DT JJ NN eos\n",
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      "\n",
      "DT NN VBG NNS IN DT NN NN eos\n",
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      "\n",
      "DT NN VBD NNS IN PRP$ NN eos\n",
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      "\n",
      "DT NNS NN IN DT NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT NN VBZ VBG NNS IN PRP$ NN NN eos\n",
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      "\n",
      "DT JJ NN VBZ VBG IN NNS eos\n",
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      "\n",
      "DT NN VBZ JJ NNS IN NN eos\n",
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      "\n",
      "NN VBZ NNS IN DT NN eos\n",
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      "\n",
      "DT NN NN VBD DT NN IN DT NN NN eos\n",
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      "\n",
      "DT NN VBZ VBG DT NN IN PRP$ NN NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT NN VBZ RP IN NN eos\n",
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      "\n",
      "DT NN VBG TO VB IN PRP$ NN eos\n",
      "[16952, 16959]\n",
      "\n",
      "DT NNS VBG TO VB eos\n",
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      "\n",
      "CD JJ NNS VBP VBG IN DT NN NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT NN VBG RP DT NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "[17274, 21779, 26919, 33074, 33789, 44157]\n",
      "\n",
      "DT JJ NNS VBZ IN DT NN eos\n",
      "[17280, 17285]\n",
      "\n",
      "DT JJ NN DT NN IN DT NN eos\n",
      "[17290, 24044, 47849]\n",
      "\n",
      "DT NNS VBZ VBG DT NN NN eos\n",
      "[17329, 17737, 26276, 38233]\n",
      "\n",
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      "[17338, 19263]\n",
      "\n",
      "DT NN NN NN IN NN eos\n",
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      "\n",
      "DT NN VBZ VBG DT NN IN CD NN eos\n",
      "[17404, 19063, 24801, 30839, 30847, 30851, 47795]\n",
      "\n",
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      "[17412, 24057]\n",
      "\n",
      "DT NN NN CC VBG DT NN eos\n",
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      "\n",
      "DT NN VBZ DT NN IN PRP$ NNS eos\n",
      "[17512, 21125, 30690]\n",
      "\n",
      "DT NN VBD NNS eos\n",
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      "\n",
      "DT JJ NN NN IN NN eos\n",
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      "[17601, 35870]\n",
      "\n",
      "DT NNS VBP VBG IN DT NNS eos\n",
      "[17617, 23174, 39751, 46672]\n",
      "\n",
      "DT NN VBD VBN IN DT NN IN DT NN eos\n",
      "[17641, 28288]\n",
      "\n",
      "NN VBZ VBG VBN IN DT NN IN NN eos\n",
      "[17669, 34004]\n",
      "\n",
      "DT NN VBG JJ NN NN NN eos\n",
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      "\n",
      "NN NNS NN IN DT NN eos\n",
      "[17703, 25954]\n",
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      "JJ NN VBZ VBG NN eos\n",
      "[17712, 40674]\n",
      "\n",
      "DT NN VBZ RP DT JJ NN IN NN eos\n",
      "[17715, 43499]\n",
      "\n",
      "DT NNS VBP VBG DT NN NN NN eos\n",
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      "\n",
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      "[17750, 23871, 30799, 37054]\n",
      "\n",
      "CD NNS VBG NN IN DT NN NN eos\n",
      "[17794, 39831]\n",
      "\n",
      "VBG NN IN DT NN NN eos\n",
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      "\n",
      "DT NNS POS VBP VBG DT NN eos\n",
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      "\n",
      "CD NN VBP VBG NN eos\n",
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      "\n",
      "DT NN VBZ VBG NN IN PRP$ JJ NN eos\n",
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      "\n",
      "DT NN VBZ VBG NN TO VB NNS eos\n",
      "[17832, 22531]\n",
      "\n",
      "DT NN VBZ VBN DT NN NNS eos\n",
      "[17851, 26771]\n",
      "\n",
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      "\n",
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      "\n",
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      "[18054, 47188]\n",
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      "DT NN VBZ VBG RB IN DT JJ NN eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "DT NN VBZ TO VB DT NN NN eos\n",
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      "\n",
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      "\n",
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      "[18254, 18287, 18291]\n",
      "\n",
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      "[18266, 42316]\n",
      "\n",
      "DT NN VBZ VBG VBN , CC VBD eos\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "[18446, 38945]\n",
      "\n",
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      "[18457, 18458, 18480, 18497, 18505, 18507, 46650]\n",
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      "\n",
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      "DT NNS VBP NN IN DT NN eos\n",
      "[18512, 45141]\n",
      "\n",
      "EX VBZ DT NN IN DT NN eos\n",
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      "\n",
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      "\n",
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      "[18614, 18615, 18616, 18622, 18632, 18636, 18642, 18643, 18644]\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "[19169, 24957, 24960, 24975, 25607, 25610, 25620, 39322]\n",
      "\n",
      "JJ JJ NN eos\n",
      "[19208, 21338]\n",
      "\n",
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      "[19212, 32516]\n",
      "\n",
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      "[19228, 34576]\n",
      "\n",
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      "[19253, 25094, 35600]\n",
      "\n",
      "DT NN VBZ VBG DT NN TO VB DT NN eos\n",
      "[19256, 19270, 23103, 23574, 32589, 45054, 46827]\n",
      "\n",
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      "\n",
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      "[19285, 29539, 35197, 46890]\n",
      "\n",
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      "\n",
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      "[19295, 36648]\n",
      "\n",
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      "[19315, 23148, 26675]\n",
      "\n",
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      "[19318, 31409, 33123]\n",
      "\n",
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      "[19319, 23876]\n",
      "\n",
      "NN VBZ VBG CD NNS IN NN IN DT NN eos\n",
      "[19320, 38385]\n",
      "\n",
      "DT NN VBZ IN DT NN IN DT JJ NN eos\n",
      "[19337, 44713]\n",
      "\n",
      "DT NN RB VBZ NN eos\n",
      "[19381, 33732, 46406]\n",
      "\n",
      "DT NN CC DT NN VBZ VBG IN DT NN eos\n",
      "[19403, 23219]\n",
      "\n",
      "DT NN CC NN VBP DT NN eos\n",
      "[19407, 19413]\n",
      "\n",
      "DT NN CC NN VBP VBG DT NN RP DT NN eos\n",
      "[19410, 36280]\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DT NN VBD DT NN DT NN IN DT NN IN PRP$ NN eos\n",
      "[19411, 19425]\n",
      "\n",
      "DT NN VBD DT NN DT NN IN PRP$ NN eos\n",
      "[19414, 20480, 25575, 25578]\n",
      "\n",
      "DT NN CC DT NN NN IN DT NNS eos\n",
      "[19440, 19447]\n",
      "\n",
      "PRP VBZ DT NN NN eos\n",
      "[19449, 20692, 23499, 36178]\n",
      "\n",
      "DT NNS CC NNS VBP VBG IN DT NN eos\n",
      "[19464, 42519]\n",
      "\n",
      "DT NN VBZ JJ NNS IN DT NN IN JJ NN eos\n",
      "[19475, 43669]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT VBG NN eos\n",
      "[19478, 21458, 44079]\n",
      "\n",
      "DT NN VBD RP DT NN IN NN eos\n",
      "[19483, 46840]\n",
      "\n",
      "VBG TO VB eos\n",
      "[19492, 44136]\n",
      "\n",
      "VBG NNS IN NN IN DT NN eos\n",
      "[19510, 32423, 47472]\n",
      "\n",
      "DT NN VBZ WRB TO VB NNS eos\n",
      "[19514, 28702]\n",
      "\n",
      "CD NNS VBG IN NN eos\n",
      "[19546, 24470, 29439, 42885]\n",
      "\n",
      "CD NN VBP VBG DT JJ eos\n",
      "[19562, 30515, 30541]\n",
      "\n",
      "DT NN VBZ VBG IN PRP VBZ DT JJ NN eos\n",
      "[19666, 48403]\n",
      "\n",
      "DT NN VBZ DT NN IN NN IN DT NN NN eos\n",
      "[19764, 33081]\n",
      "\n",
      "DT NN VBD IN NN IN DT NN eos\n",
      "[19773, 23493, 23496, 23512]\n",
      "\n",
      "JJ NN NN VBG eos\n",
      "[19835, 42827]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN RP DT NN eos\n",
      "[19877, 44247]\n",
      "\n",
      "DT NN NNS IN NN eos\n",
      "[19880, 25391]\n",
      "\n",
      "DT NN VBZ VBG DT NN RB RB eos\n",
      "[19883, 25925, 32534]\n",
      "\n",
      "DT NN VBD VBG NN eos\n",
      "[19906, 26399, 47593]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NN IN DT JJ NN IN DT NN eos\n",
      "[19960, 31299]\n",
      "\n",
      "DT NN VBD VBG IN DT NN eos\n",
      "[19974, 23301, 30462]\n",
      "\n",
      "DT NN VBN IN JJ NNS eos\n",
      "[19982, 36848]\n",
      "\n",
      "DT NN NN VBN IN DT NN eos\n",
      "[19987, 24364]\n",
      "\n",
      "DT NN VBG JJ NNS IN DT NN eos\n",
      "[19991, 31832, 45534, 46610]\n",
      "\n",
      "DT NN IN DT NN NN VBZ VBN IN eos\n",
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      "[24578, 24579, 48753]\n",
      "\n",
      "DT NN VBZ RB IN DT NN NN eos\n",
      "[24583, 29588, 29596]\n",
      "\n",
      "DT NN VBZ VBG NN NNS IN DT NN NN eos\n",
      "[24584, 46685]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT JJ NN NN eos\n",
      "[24607, 30782, 31638]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN NN IN DT NN eos\n",
      "[24620, 36997, 37990]\n",
      "\n",
      "NNS VBP VBG IN PRP$ NNS eos\n",
      "[24631, 32296]\n",
      "\n",
      "CD NN NNS VBP VBG IN DT NN eos\n",
      "[24671, 28032, 28047, 28061, 28063]\n",
      "\n",
      "DT NN NNS VBD DT NN TO DT JJ eos\n",
      "[24694, 39851]\n",
      "\n",
      "JJ NN VBZ VBG IN NN eos\n",
      "[24699, 44830]\n",
      "\n",
      "DT NN IN NNS VBG DT NN eos\n",
      "[24705, 40342]\n",
      "\n",
      "NN NNS VBP VBG NN eos\n",
      "[24715, 43251]\n",
      "\n",
      "DT NN VBZ VBG DT JJ IN PRP$ NN eos\n",
      "[24738, 24756, 24773]\n",
      "\n",
      "DT NN VBZ VBG DT JJ JJ NN NN eos\n",
      "[24744, 24777]\n",
      "\n",
      "DT JJ NN VBZ VBG DT JJ NN NN eos\n",
      "[24747, 37199]\n",
      "\n",
      "DT JJ NN VBG DT JJ NN eos\n",
      "[24769, 29548]\n",
      "\n",
      "DT NN VBG DT RB JJ NN IN PRP$ NN eos\n",
      "[24784, 29352]\n",
      "\n",
      "DT JJ NN VBZ VBG NNS IN DT NN eos\n",
      "[24800, 34915]\n",
      "\n",
      "DT NN VBG NNS IN PRP$ NN eos\n",
      "[24825, 48394]\n",
      "\n",
      "DT NN VBG IN DT NN VBZ VBG DT NN eos\n",
      "[24846, 32965, 48438]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN PRP$ NN eos\n",
      "[24869, 29321, 47078]\n",
      "\n",
      "DT NN NN CC JJ NN eos\n",
      "[24896, 25559]\n",
      "\n",
      "DT NN VBZ RB JJ NN eos\n",
      "[24898, 38910]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN IN NNS eos\n",
      "[24916, 38834, 43110]\n",
      "\n",
      "DT NN VBZ VBG NNS TO VB DT NN eos\n",
      "[24920, 24939]\n",
      "\n",
      "DT NN NNS NN IN NNS eos\n",
      "[24922, 24928]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN CD NNS eos\n",
      "[24984, 25427, 27539, 33619]\n",
      "\n",
      "CD NN VBG NNS IN NN IN PRP$ NN eos\n",
      "[25003, 41114]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN NN IN JJ NNS eos\n",
      "[25012, 25041, 47696]\n",
      "\n",
      "DT NN VBG NNS IN NN IN NN eos\n",
      "[25033, 26890, 42315]\n",
      "\n",
      "DT NN VBZ NN IN JJ NNS eos\n",
      "[25038, 25192, 25219, 37136]\n",
      "\n",
      "DT NN VBZ VBG NN TO NN NN eos\n",
      "[25073, 34284]\n",
      "\n",
      "DT NN VBZ VBG , CC VBG NN eos\n",
      "[25213, 33190]\n",
      "\n",
      "DT NN VBD DT NN IN JJ NNS eos\n",
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      "\n",
      "DT NN VBD RP DT JJ NNS eos\n",
      "[25244, 33195, 33704]\n",
      "\n",
      "DT NN VBZ VBG RP DT JJ NNS eos\n",
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      "\n",
      "DT NN VBZ DT NN IN NNS IN DT NN NN eos\n",
      "[25323, 29989]\n",
      "\n",
      "DT NN VBZ VBG TO JJ NNS eos\n",
      "[25349, 36006]\n",
      "\n",
      "DT NN VBZ VBG TO DT NNS eos\n",
      "[25350, 36012, 36029]\n",
      "\n",
      "DT NN VBD TO DT JJ NNS eos\n",
      "[25358, 25360]\n",
      "\n",
      "DT NN VBZ VBG TO DT NN IN NNS eos\n",
      "[25364, 41736]\n",
      "\n",
      "DT NN VBZ VBG TO NNS eos\n",
      "[25374, 26483, 36003, 36004, 36025, 36027, 36041]\n",
      "\n",
      "DT NN VBN IN DT NNS eos\n",
      "[25401, 44706]\n",
      "\n",
      "DT NN VBZ IN VBG NN eos\n",
      "[25490, 39201]\n",
      "\n",
      "DT NN VBZ VBG JJ IN NNS IN NN eos\n",
      "[25504, 31955]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT JJ NN IN DT NN eos\n",
      "[25507, 29453]\n",
      "\n",
      "DT NN CC DT NN VBP VBG RB IN DT NN eos\n",
      "[25568, 25673]\n",
      "\n",
      "DT NN NNS IN PRP$ NN NN eos\n",
      "[25609, 48486]\n",
      "\n",
      "DT NN VBD PRP$ NN TO DT NN eos\n",
      "[25639, 25642]\n",
      "\n",
      "NN VBZ VBG RB RB eos\n",
      "[25680, 31138]\n",
      "\n",
      "EX VBZ DT CD NNS eos\n",
      "[25700, 25990]\n",
      "\n",
      "DT NN VBZ DT NN IN DT JJ eos\n",
      "[25714, 25723, 25741, 34904]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN MD eos\n",
      "[25715, 25718, 25728, 25731, 25732]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN MD eos\n",
      "[25719, 25742]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN MD eos\n",
      "[25721, 25722, 25739]\n",
      "\n",
      "DT NN IN NNS VBZ JJ eos\n",
      "[25747, 25763]\n",
      "\n",
      "DT NN IN NNS VBD DT NN IN NNS eos\n",
      "[25756, 25768]\n",
      "\n",
      "DT NNS VBP VBG DT JJ NN eos\n",
      "[25761, 27231, 40650]\n",
      "\n",
      "DT NN IN NNS VBP VBG RP DT NN eos\n",
      "[25762, 26149, 26151, 31902, 31920]\n",
      "\n",
      "DT NN VBD DT NN TO DT NN WRB PRP VBZ TO DT NN eos\n",
      "[25782, 25787]\n",
      "\n",
      "DT NN VBZ VBG RP TO DT NN eos\n",
      "[25834, 36710]\n",
      "\n",
      "DT NN VBZ VBG VBN RP DT NN eos\n",
      "[25844, 32105, 35282]\n",
      "\n",
      "DT NN VBZ RP JJ eos\n",
      "[25873, 39944]\n",
      "\n",
      "NNS VBP JJ VBG eos\n",
      "[25949, 45205]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN PRP RP eos\n",
      "[25976, 25986]\n",
      "\n",
      "DT NN VBZ PRP$ NN IN PRP$ NN eos\n",
      "[25992, 42969]\n",
      "\n",
      "DT NN NN VBZ VBG RB eos\n",
      "[26019, 48663]\n",
      "\n",
      "DT JJ VBZ VBG PRP$ NN eos\n",
      "[26039, 32735, 32748, 45273, 45274, 45287, 45307]\n",
      "\n",
      "DT JJ VBZ VBG IN PRP$ NN IN DT NN eos\n",
      "[26041, 26043]\n",
      "\n",
      "DT JJ NNS IN IN DT NN eos\n",
      "[26048, 26049]\n",
      "\n",
      "VBG DT NN NNS eos\n",
      "[26105, 46215]\n",
      "\n",
      "DT JJ JJ NNS IN DT NN eos\n",
      "[26191, 34263]\n",
      "\n",
      "DT NN VBZ DT NN IN VBG eos\n",
      "[26226, 27569, 39713, 41279]\n",
      "\n",
      "DT NN VBG CD NNS eos\n",
      "[26263, 33922, 41156]\n",
      "\n",
      "DT NN IN NNS VBP eos\n",
      "[26279, 43588]\n",
      "\n",
      "DT JJ VBZ DT JJ NN eos\n",
      "[26304, 33350, 43264]\n",
      "\n",
      "DT NN VBD JJ DT NN eos\n",
      "[26343, 41027]\n",
      "\n",
      "DT JJ VBG NN eos\n",
      "[26367, 40815]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN CC VBG PRP eos\n",
      "[26385, 34664, 34698, 34699, 41101]\n",
      "\n",
      "DT JJ NN VBG DT NNS eos\n",
      "[26429, 30579, 42857]\n",
      "\n",
      "DT NN VBZ VBG . eos\n",
      "[26511, 46929]\n",
      "\n",
      "DT NN VBG TO VB NN eos\n",
      "[26520, 31334, 45399]\n",
      "\n",
      "DT NN VBZ DT NN IN NN IN PRP$ NNS eos\n",
      "[26524, 30648, 30655]\n",
      "\n",
      "NN VBG NN IN NNS eos\n",
      "[26541, 29973]\n",
      "\n",
      "DT NN VBZ VBG DT NN TO VB NNS eos\n",
      "[26578, 32391, 38321]\n",
      "\n",
      "DT NN VBP NN IN DT NN eos\n",
      "[26618, 26621, 27744]\n",
      "\n",
      "DT NN IN DT JJ NN IN TO VB NN eos\n",
      "[26627, 26772]\n",
      "\n",
      "DT NN VBZ VBN NN IN DT NN eos\n",
      "[26643, 26710, 26843, 47937]\n",
      "\n",
      "DT NN VBZ DT JJ NN IN DT JJ NN NN eos\n",
      "[26688, 32130]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN VBN NN eos\n",
      "[26749, 35382]\n",
      "\n",
      "NN NN NN NN NN eos\n",
      "[26752, 36856]\n",
      "\n",
      "DT NN VBZ DT NN IN NN NNS IN IN DT NN eos\n",
      "[26760, 26787]\n",
      "\n",
      "DT NN VBZ VBG RP DT JJ NNS IN DT NN eos\n",
      "[26785, 41001]\n",
      "\n",
      "DT NN VBZ JJ NNS IN DT NN NN eos\n",
      "[26793, 26833, 48772]\n",
      "\n",
      "DT NN VBD DT NN IN IN DT NN NN eos\n",
      "[26803, 26806, 33759, 39746]\n",
      "\n",
      "NN VB WRB TO VB DT JJ NN eos\n",
      "[26810, 33163]\n",
      "\n",
      "DT NN VBZ VBP IN NN NNS eos\n",
      "[26865, 26868]\n",
      "\n",
      "DT NN VBZ VBG VB IN NN eos\n",
      "[26870, 26885, 27523, 38939]\n",
      "\n",
      "DT NN VBZ VBG NN NN IN NN eos\n",
      "[26873, 46287]\n",
      "\n",
      "DT NN VBZ VBG NN IN NN NNS eos\n",
      "[26875, 45170]\n",
      "\n",
      "DT NN VBD DT NN NN NN eos\n",
      "[26911, 36644]\n",
      "\n",
      "DT NN VBD IN DT NN NN NN eos\n",
      "[26914, 35557]\n",
      "\n",
      "NN TO VB JJ NN eos\n",
      "[26924, 41722]\n",
      "\n",
      "WRB TO VB DT JJ NN NN eos\n",
      "[26983, 27057, 40203]\n",
      "\n",
      "CD NNS VBG NNS eos\n",
      "[26988, 30971, 40671, 43182, 43188]\n",
      "\n",
      "CD NN VBP VBG DT NNS eos\n",
      "[26989, 45255]\n",
      "\n",
      "DT NN IN DT NN VBG DT NN eos\n",
      "[27039, 34553, 43526]\n",
      "\n",
      "PRP VBZ DT NN NN IN VBG eos\n",
      "[27056, 27082]\n",
      "\n",
      "DT NN NN VBZ DT NN IN DT NN eos\n",
      "[27089, 35554]\n",
      "\n",
      "DT NN VBG NNS DT NN eos\n",
      "[27103, 37838]\n",
      "\n",
      "DT NN VBD CC VBD DT JJ NN eos\n",
      "[27110, 48444, 48448]\n",
      "\n",
      "DT NN IN DT JJ NN VBZ VBG IN DT NN eos\n",
      "[27175, 33834]\n",
      "\n",
      "DT NN VBD IN PRP$ NN NN eos\n",
      "[27183, 27194, 43430]\n",
      "\n",
      "DT NN VBZ VBG VBN IN DT NN IN NNS eos\n",
      "[27203, 27205]\n",
      "\n",
      "DT NN VBZ VBN JJ eos\n",
      "[27209, 29578]\n",
      "\n",
      "DT CD NN VBP VBG IN DT NN eos\n",
      "[27237, 28390]\n",
      "\n",
      "CD JJ NN VBG IN NN eos\n",
      "[27261, 44400]\n",
      "\n",
      "CD NN VBG JJ NN eos\n",
      "[27312, 47565]\n",
      "\n",
      "DT NN IN DT JJ NN VBG DT NN eos\n",
      "[27315, 37174]\n",
      "\n",
      "DT NN VBZ VBG RP VBG DT JJ NN eos\n",
      "[27317, 27353, 45786]\n",
      "\n",
      "DT JJ NN NN IN DT NN IN NN eos\n",
      "[27327, 31013, 46485]\n",
      "\n",
      "DT JJ VBZ VBG IN DT JJ NN eos\n",
      "[27396, 27409]\n",
      "\n",
      "DT NN VBZ VBG IN DT JJ NN IN eos\n",
      "[27421, 41927]\n",
      "\n",
      "DT JJ VBZ VBG IN NN NN eos\n",
      "[27441, 29184]\n",
      "\n",
      "DT NN VBD CC JJ NN eos\n",
      "[27453, 27463]\n",
      "\n",
      "NN VBZ VBN RP eos\n",
      "[27551, 48619]\n",
      "\n",
      "PRP VBZ VBG JJ eos\n",
      "[27564, 41545]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN NNS eos\n",
      "[27574, 36706]\n",
      "\n",
      "CD NNS VBP VBG JJ NNS eos\n",
      "[27615, 38274, 40653, 40680]\n",
      "\n",
      "CD NNS VBP DT JJ eos\n",
      "[27624, 30527]\n",
      "\n",
      "DT NN VBZ VBG RP NNS RB RB eos\n",
      "[27642, 27671, 43921]\n",
      "\n",
      "DT NN VBZ RB VBG NNS IN DT NN eos\n",
      "[27646, 27686]\n",
      "\n",
      "DT NN VBZ VBG NNS RB RB eos\n",
      "[27652, 27654, 27685]\n",
      "\n",
      "DT NN RB VBZ NNS eos\n",
      "[27679, 43929]\n",
      "\n",
      "DT NN NN VBG DT NNS eos\n",
      "[27680, 45859]\n",
      "\n",
      "VBG NNS IN DT NN eos\n",
      "[27688, 34934]\n",
      "\n",
      "DT NN VB PRP$ NN eos\n",
      "[27724, 30770, 30905]\n",
      "\n",
      "NN NN VBZ VBG NN eos\n",
      "[27776, 32715, 36017, 36796]\n",
      "\n",
      "DT NN NN VBZ VBG VBN eos\n",
      "[27788, 35071, 36393, 39811, 42945]\n",
      "\n",
      "DT NN VBZ DT IN DT NN eos\n",
      "[27799, 27814]\n",
      "\n",
      "NN VBD NNS NN eos\n",
      "[27830, 37276]\n",
      "\n",
      "DT NN VBZ VBG VBN IN DT NN IN NN eos\n",
      "[27838, 44624]\n",
      "\n",
      "DT NN VBZ VBG VBN TO VB NN eos\n",
      "[27839, 41386]\n",
      "\n",
      "DT NN VBG JJ JJ NN eos\n",
      "[27860, 43303]\n",
      "\n",
      "NN VBZ VBG VBN NN eos\n",
      "[27876, 27982]\n",
      "\n",
      "NN NN VBD NNS eos\n",
      "[27883, 35835]\n",
      "\n",
      "DT NN VBZ DT JJ NN IN DT NN IN NN eos\n",
      "[27919, 28546]\n",
      "\n",
      "NN VBZ VBG NNS IN DT NN IN NN eos\n",
      "[27921, 35127]\n",
      "\n",
      "DT NN NN NNS IN DT NN NN eos\n",
      "[27927, 40341]\n",
      "\n",
      "NN VBZ VBG NN IN DT NN IN DT NN eos\n",
      "[27966, 40576]\n",
      "\n",
      "DT NN VBZ DT MD eos\n",
      "[27985, 27998]\n",
      "\n",
      "DT NN VBZ DT MD IN NN IN DT NN eos\n",
      "[27986, 27988]\n",
      "\n",
      "DT NN VBZ VBG DT MD IN NN eos\n",
      "[27990, 28007, 28017, 28019, 30076, 30117]\n",
      "\n",
      "DT NN VBZ VBG DT MD IN NN NN eos\n",
      "[27995, 30073, 30074, 30092]\n",
      "\n",
      "DT NN VBD DT MD IN NN eos\n",
      "[27996, 27997]\n",
      "\n",
      "NN VBZ VBG DT MD IN NN eos\n",
      "[28011, 28013]\n",
      "\n",
      "NNS VBP RB IN DT NN eos\n",
      "[28026, 31218]\n",
      "\n",
      "CD NN NNS VBP VBG RB IN DT NN eos\n",
      "[28031, 28046]\n",
      "\n",
      "NN NNS RB VBP IN DT NN eos\n",
      "[28043, 28055]\n",
      "\n",
      "DT NN NN VBG RB CC RB IN DT NN eos\n",
      "[28049, 35203]\n",
      "\n",
      "NN NNS VBP VBG IN eos\n",
      "[28053, 28054]\n",
      "\n",
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      "[28060, 29047, 39440]\n",
      "\n",
      "CD NNS VBP VBG IN eos\n",
      "[28065, 33323, 36506, 36526]\n",
      "\n",
      "CD JJ NNS VBG RB eos\n",
      "[28067, 32904]\n",
      "\n",
      "DT NN VBZ VBG NNS NNS eos\n",
      "[28078, 46481]\n",
      "\n",
      "DT NN VBD IN DT NN TO DT NNS eos\n",
      "[28084, 28085]\n",
      "\n",
      "DT NN VBZ VBG NNS DT NN eos\n",
      "[28099, 28102, 36577, 44711, 44726, 44739, 44740, 44741]\n",
      "\n",
      "DT NN NN VBZ DT NN IN NN eos\n",
      "[28123, 31360]\n",
      "\n",
      "NN VBZ VBG IN DT NN IN DT NN eos\n",
      "[28135, 41825]\n",
      "\n",
      "CD NNS VBD RP DT NN eos\n",
      "[28144, 28145, 28190]\n",
      "\n",
      "CD NNS VB IN DT NN eos\n",
      "[28147, 28176]\n",
      "\n",
      "CD NNS VBP RB IN DT NN eos\n",
      "[28148, 35367, 42865]\n",
      "\n",
      "NNS VBP VBG IN JJ NN eos\n",
      "[28160, 39835]\n",
      "\n",
      "DT NN VBZ VBN IN DT NN IN DT JJ NN eos\n",
      "[28293, 28314]\n",
      "\n",
      "DT NN VBD VBN IN DT NN POS NN eos\n",
      "[28296, 46066]\n",
      "\n",
      "DT JJ NN VBG NN NN eos\n",
      "[28365, 36395]\n",
      "\n",
      "DT NN CC DT NN VBG IN DT NN eos\n",
      "[28387, 31101]\n",
      "\n",
      "DT JJ NN VBZ VBG IN NN NN eos\n",
      "[28419, 31849, 32621, 32633]\n",
      "\n",
      "DT JJ NN VBD PRP IN DT NN eos\n",
      "[28446, 28447]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN POS NN eos\n",
      "[28502, 46045, 46046]\n",
      "\n",
      "DT NN NN CC VBZ IN DT NN eos\n",
      "[28514, 28522]\n",
      "\n",
      "DT NN VBD TO DT NN NN CC VBD IN DT NN eos\n",
      "[28515, 28529]\n",
      "\n",
      "DT NN VBZ DT NN IN NN IN DT NN IN PRP eos\n",
      "[28536, 28548, 28566]\n",
      "\n",
      "DT NN VBZ VBZ DT NN eos\n",
      "[28545, 29177, 43422]\n",
      "\n",
      "DT NN VBD DT JJ NN IN DT NN IN NN eos\n",
      "[28547, 28550, 28562]\n",
      "\n",
      "DT NN VBG DT JJ IN DT NN eos\n",
      "[28556, 43898]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN CD eos\n",
      "[28614, 47657]\n",
      "\n",
      "NN VBZ VBN VBN eos\n",
      "[28714, 45950]\n",
      "\n",
      "DT NN VBZ VBG DT NN CC NNS IN DT NN eos\n",
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      "\n",
      "DT NN VBG DT NN IN JJ NNS eos\n",
      "[28870, 47672]\n",
      "\n",
      "NN VBZ VBG JJ NNS eos\n",
      "[28882, 31430, 33690, 33696, 33967, 37086, 45213]\n",
      "\n",
      "DT NN NN IN DT NN CC VB DT NN eos\n",
      "[28897, 28909]\n",
      "\n",
      "DT NN VBD IN DT NN CC VBD DT NN eos\n",
      "[28900, 28937]\n",
      "\n",
      "DT NN VBD DT NN IN PRP$ NNS eos\n",
      "[28935, 29254]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN TO DT NN eos\n",
      "[29007, 34048]\n",
      "\n",
      "CD NNS VBP VBG TO DT JJ IN DT NN eos\n",
      "[29014, 48499, 48504]\n",
      "\n",
      "CD NNS VBP DT NN NN eos\n",
      "[29050, 29378, 40425, 47315, 47321]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT NN IN NN CC RB VBG PRP eos\n",
      "[29273, 29275]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN IN CD NN eos\n",
      "[29323, 29324, 30840]\n",
      "\n",
      "DT NN VBZ VBG DT RB JJ NN eos\n",
      "[29326, 34712]\n",
      "\n",
      "DT NN VBZ VBG DT JJS NN eos\n",
      "[29328, 29351]\n",
      "\n",
      "CD NNS VBP VBG PRP$ NN eos\n",
      "[29363, 32289, 44071]\n",
      "\n",
      "DT NNS VBP DT NN IN DT NN eos\n",
      "[29379, 45490]\n",
      "\n",
      "NNS VBG NNS eos\n",
      "[29385, 35864, 42509, 42533]\n",
      "\n",
      "CD JJ NNS VBP VBG NNS eos\n",
      "[29397, 42739, 42757]\n",
      "\n",
      "NNS VBP VBG IN DT NN IN NN eos\n",
      "[29403, 39522, 44305, 45761]\n",
      "\n",
      "CD JJ NNS VBP VBG DT NN eos\n",
      "[29405, 36511]\n",
      "\n",
      "NN VBZ TO VB eos\n",
      "[29467, 42065]\n",
      "\n",
      "DT JJ NN VBD DT JJ NN eos\n",
      "[29486, 33363]\n",
      "\n",
      "DT JJ NN NN IN DT JJ NN eos\n",
      "[29513, 36689]\n",
      "\n",
      "DT JJ NN VBZ DT JJ NN eos\n",
      "[29514, 36687, 41891, 41906]\n",
      "\n",
      "DT JJ NN VBZ VBG IN JJ NN eos\n",
      "[29519, 32628]\n",
      "\n",
      "DT NN VBZ VBG PRP$ JJ eos\n",
      "[29533, 43854]\n",
      "\n",
      "DT NN NNS CC NNS IN DT NN eos\n",
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      "NN NN VBZ VBN IN DT NN eos\n",
      "[29595, 38622]\n",
      "\n",
      "WRB TO VB DT NN IN CD NNS eos\n",
      "[29600, 46732]\n",
      "\n",
      "DT NN VBZ VBG VB NN IN DT NN eos\n",
      "[29606, 29616]\n",
      "\n",
      "DT NN NN DT DT NN eos\n",
      "[29699, 44287]\n",
      "\n",
      "DT NNS VBP VBG DT NN IN NN eos\n",
      "[29776, 30052]\n",
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      "NN VBZ VBG RP DT NN VBN NN eos\n",
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      "[29959, 39355]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN IN NNS eos\n",
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      "DT NN VBD DT JJ IN IN DT JJ NN eos\n",
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      "DT NN VBZ VBG DT NN POS JJ eos\n",
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      "\n",
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      "\n",
      "DT NN IN NNS VBG NN eos\n",
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      "\n",
      "DT NN VBZ VBG DT MD IN NN NN IN PRP$ NN eos\n",
      "[30072, 30098]\n",
      "\n",
      "DT NN VBZ VBG TO VB DT NN IN DT JJ NN eos\n",
      "[30130, 30131]\n",
      "\n",
      "NN NN VBZ VBG NN IN NN eos\n",
      "[30201, 36016]\n",
      "\n",
      "DT NN VBZ VBG IN NN IN DT JJ NN eos\n",
      "[30295, 44599]\n",
      "\n",
      "NN VBD TO VB IN DT NN eos\n",
      "[30369, 38291]\n",
      "\n",
      "DT NN VBD IN PRP IN DT NN NN eos\n",
      "[30423, 30427]\n",
      "\n",
      "DT NN VBG PRP IN DT NN eos\n",
      "[30456, 30466]\n",
      "\n",
      "DT JJ VBG IN PRP IN DT NN eos\n",
      "[30459, 37610]\n",
      "\n",
      "DT NN VBZ VBG JJR NNS eos\n",
      "[30560, 30569, 30571, 30577, 30586, 30592, 30593, 30594, 30599, 30615, 30618, 30620, 30627, 30630]\n",
      "\n",
      "DT NN VBZ VBG NNS IN DT NN IN NNS eos\n",
      "[30638, 41140]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN NN IN DT NN eos\n",
      "[30798, 32316, 40337, 40935, 46828]\n",
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      "\n",
      "NN VBZ VBG DT NN NN IN NN eos\n",
      "[30857, 44590]\n",
      "\n",
      "DT NN VBZ VBG VBG NN IN PRP$ NN eos\n",
      "[30873, 30882, 30884, 30885, 30886, 30893, 30899, 30900]\n",
      "\n",
      "DT NN VBZ VBG VBG NN TO PRP$ NN eos\n",
      "[30875, 30894]\n",
      "\n",
      "DT NN VBD VBG NN TO PRP$ NN IN DT NN eos\n",
      "[30910, 30911]\n",
      "\n",
      "DT NN NN VBZ IN NN eos\n",
      "[30975, 36575, 39391]\n",
      "\n",
      "VBG DT NN IN DT JJ NN eos\n",
      "[31029, 47256]\n",
      "\n",
      "DT NN VBZ DT JJ IN DT NN eos\n",
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      "\n",
      "NN VBZ VBG IN DT NN NN eos\n",
      "[31103, 31112, 31641, 34346, 42374, 42381, 42384, 46195]\n",
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      "\n",
      "DT NN VBG NN RB eos\n",
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      "\n",
      "DT NN VBZ RB IN DT NN IN DT NN eos\n",
      "[31189, 31210]\n",
      "\n",
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      "[31242, 39748]\n",
      "\n",
      "DT NN VBZ VBG PRP$ RB RB NN eos\n",
      "[31260, 31261, 31266, 31276, 31288]\n",
      "\n",
      "NN VBZ VBG RB NN eos\n",
      "[31283, 32150]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NN IN VBG NN eos\n",
      "[31313, 48130]\n",
      "\n",
      "VBG JJ NN eos\n",
      "[31371, 32045, 36956, 46926]\n",
      "\n",
      "DT NN VBZ VBG CD JJ NN eos\n",
      "[31393, 31406]\n",
      "\n",
      "DT NN VBZ VBG CD NN NN NNS eos\n",
      "[31397, 31419]\n",
      "\n",
      "DT NN NN VBZ VBG NN NNS eos\n",
      "[31416, 39880]\n",
      "\n",
      "DT NN VBZ VBG CD NN NN eos\n",
      "[31417, 31421]\n",
      "\n",
      "NN NN VBZ VBG DT NNS eos\n",
      "[31454, 44450]\n",
      "\n",
      "DT NN VBZ NNS IN PRP$ NNS eos\n",
      "[31457, 42809]\n",
      "\n",
      "DT NN VBZ DT NN IN NN IN PRP$ NN eos\n",
      "[31461, 31462, 31463, 31464, 31467, 31468, 31474, 31482, 31488, 31490, 31502, 39622]\n",
      "\n",
      "DT NN VBD DT NN IN NN IN PRP$ NN eos\n",
      "[31469, 31470, 31487, 31500, 31505, 31507, 39652]\n",
      "\n",
      "DT JJ NN VBD DT NN IN NN IN PRP$ NN eos\n",
      "[31493, 31504]\n",
      "\n",
      "DT NNS VBG PRP$ NN eos\n",
      "[31503, 48224]\n",
      "\n",
      "CD NNS JJ NNS IN DT NN eos\n",
      "[31574, 44060]\n",
      "\n",
      "DT NN VBD DT NN NNS eos\n",
      "[31605, 31619, 33615, 33737, 33773, 33777, 33792]\n",
      "\n",
      "DT NN VBD NNS IN NN eos\n",
      "[31609, 40441]\n",
      "\n",
      "CD NN POS VBP VBG eos\n",
      "[31616, 39483]\n",
      "\n",
      "DT NN VBZ VBG DT NN WDT VBZ VBG IN DT NN eos\n",
      "[31670, 37010]\n",
      "\n",
      "CD NN VBG eos\n",
      "[31674, 33313]\n",
      "\n",
      "DT NN CC PRP$ NN NN IN DT NN eos\n",
      "[31707, 48648]\n",
      "\n",
      "DT NN VBZ VBG IN IN DT NN IN DT NN eos\n",
      "[31742, 35340]\n",
      "\n",
      "DT NN NNS IN DT NN IN DT NN eos\n",
      "[31797, 31834]\n",
      "\n",
      "DT NN VBZ VBG RB RB IN DT NN eos\n",
      "[31821, 42199, 47607, 47624]\n",
      "\n",
      "DT JJ NN VBZ VBG JJ NN TO PRP$ NNS eos\n",
      "[31851, 31860]\n",
      "\n",
      "DT NN VBD IN NN eos\n",
      "[31898, 36225, 40607, 48528, 48532]\n",
      "\n",
      "DT NNS VBG NN NN eos\n",
      "[31939, 38201]\n",
      "\n",
      "NN VBZ VBG VBN IN NNS IN NN eos\n",
      "[31949, 31969]\n",
      "\n",
      "DT NN NNS NNS IN NN eos\n",
      "[31956, 35559]\n",
      "\n",
      "DT NN VBZ WRB TO VB NN eos\n",
      "[32012, 34679, 40582]\n",
      "\n",
      "DT NN VBZ VBG RB JJ eos\n",
      "[32096, 40235]\n",
      "\n",
      "DT NN VBD RB DT NN eos\n",
      "[32108, 35265]\n",
      "\n",
      "DT NN VBZ DT NN IN DT JJ NN IN NN eos\n",
      "[32116, 32138]\n",
      "\n",
      "TO VB DT JJ NN NN eos\n",
      "[32133, 32156]\n",
      "\n",
      "VBG DT JJ NN NN eos\n",
      "[32145, 47431]\n",
      "\n",
      "DT JJ NN VBZ VBG DT JJ NN IN NN eos\n",
      "[32161, 32163]\n",
      "\n",
      "DT NN VBZ WRB TO VB DT NN IN NN eos\n",
      "[32238, 46231]\n",
      "\n",
      "JJ NN VBZ VBN IN NNS eos\n",
      "[32266, 45202]\n",
      "\n",
      "NNS VBP IN IN DT NN eos\n",
      "[32271, 32298]\n",
      "\n",
      "NNS VBP VBG IN IN DT NN eos\n",
      "[32295, 32301, 34525]\n",
      "\n",
      "DT NNS VBD IN IN DT NN eos\n",
      "[32308, 36557]\n",
      "\n",
      "DT NN VBZ IN DT NN POS NNS eos\n",
      "[32350, 32377]\n",
      "\n",
      "DT NN VBG DT NN IN VBG DT NN eos\n",
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      "JJ JJ NN NNS eos\n",
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      "[32455, 39955, 48328]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT JJ eos\n",
      "[32559, 34578, 42101]\n",
      "\n",
      "DT NN VBZ TO VB DT NN TO DT NN eos\n",
      "[32581, 32591]\n",
      "\n",
      "DT JJ NN VBZ VBG JJ NN eos\n",
      "[32615, 32647, 32651]\n",
      "\n",
      "NNS VBG IN DT NNS eos\n",
      "[32672, 35825]\n",
      "\n",
      "RB RB NN eos\n",
      "[32720, 35210]\n",
      "\n",
      "DT JJ VBZ VBG TO VB IN IN DT NN eos\n",
      "[32731, 32747]\n",
      "\n",
      "DT JJ VBZ VBG TO VB RB IN DT NN NN eos\n",
      "[32732, 32762]\n",
      "\n",
      "DT JJ VBZ VBG TO VB RB IN DT NN eos\n",
      "[32733, 32734, 32763]\n",
      "\n",
      "DT NN VBZ VBG TO VB IN IN DT NN eos\n",
      "[32740, 32769]\n",
      "\n",
      "DT JJ VBN TO VB IN IN DT NN eos\n",
      "[32741, 32742]\n",
      "\n",
      "DT NN VBZ VBG DT JJ NN CC VBG IN DT NN eos\n",
      "[32778, 32780]\n",
      "\n",
      "DT NN VBZ VBG NN IN DT VBG NN IN DT NN eos\n",
      "[32829, 38390]\n",
      "\n",
      "DT NN VBD RB DT NN NN eos\n",
      "[32847, 32849, 32868]\n",
      "\n",
      "DT NNS VBZ JJ VBG eos\n",
      "[32926, 41148]\n",
      "\n",
      "DT NN VBZ DT NN IN DT NN IN RB RB eos\n",
      "[33060, 33086]\n",
      "\n",
      "NNS VBD VBG NN eos\n",
      "[33118, 40166]\n",
      "\n",
      "DT NNS VBZ VBG IN PRP NN eos\n",
      "[33172, 34709, 41116, 41350, 47785]\n",
      "\n",
      "DT NN VBZ VBG CC VBG JJ NNS eos\n",
      "[33206, 33208, 37052]\n",
      "\n",
      "DT NN VBD NN eos\n",
      "[33278, 33625, 48218, 48313]\n",
      "\n",
      "NN VBP VBG eos\n",
      "[33340, 39150, 40122, 45363]\n",
      "\n",
      "DT NN VBZ VBG DT NN RP eos\n",
      "[33353, 43026, 43199]\n",
      "\n",
      "DT NN VBD DT NN RP IN DT NN eos\n",
      "[33584, 38380]\n",
      "\n",
      "DT NN VBZ VBG CD NNS IN DT JJ NN eos\n",
      "[33622, 33882, 33884]\n",
      "\n",
      "NN VBZ VBG DT NN NNS eos\n",
      "[33756, 33768, 40031]\n",
      "\n",
      "DT NN VBZ RB eos\n",
      "[33849, 34568, 35877, 37385]\n",
      "\n",
      "NN VBP VBG IN DT NN eos\n",
      "[33856, 36352, 44343, 44959]\n",
      "\n",
      "DT NN VBZ VBG CD NNS IN RB eos\n",
      "[33883, 33896]\n",
      "\n",
      "DT NN VBZ VBG CD NNS RB eos\n",
      "[33912, 33921]\n",
      "\n",
      "NN VBD NNS IN JJ NN eos\n",
      "[33965, 33966]\n",
      "\n",
      "NN TO VB DT JJ NN NN eos\n",
      "[33969, 48688]\n",
      "\n",
      "NN VBG NNS IN NN eos\n",
      "[33985, 48624]\n",
      "\n",
      "NN IN NN NN NN eos\n",
      "[33995, 39366]\n",
      "\n",
      "DT NN IN NN IN DT NN NN eos\n",
      "[34037, 38012]\n",
      "\n",
      "DT NN NN CC VBZ RP DT NN eos\n",
      "[34051, 35676]\n",
      "\n",
      "DT NN NN IN CD NN TO DT eos\n",
      "[34056, 34081]\n",
      "\n",
      "DT NN VB DT NN IN PRP$ NN eos\n",
      "[34100, 44537]\n",
      "\n",
      "DT NN VBZ PRP$ NN IN DT NN IN DT NN NN eos\n",
      "[34102, 45164]\n",
      "\n",
      "DT JJ NN VBZ VBG PRP$ NNS eos\n",
      "[34183, 34212, 36938, 39275]\n",
      "\n",
      "VBG PRP$ NNS eos\n",
      "[34185, 37698]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NNS IN NNS eos\n",
      "[34201, 34202, 34207]\n",
      "\n",
      "DT NN WRB RP DT NN eos\n",
      "[34228, 34271]\n",
      "\n",
      "DT JJ NN VBG RP DT NN eos\n",
      "[34262, 43902]\n",
      "\n",
      "RB JJ NN VBG eos\n",
      "[34275, 46269]\n",
      "\n",
      "WRB TO VB NNS eos\n",
      "[34303, 43556]\n",
      "\n",
      "DT NN VBZ VBG DT NN WRB TO VB NN eos\n",
      "[34313, 34325]\n",
      "\n",
      "DT NN NN VBG DT JJ NN eos\n",
      "[34352, 35549]\n",
      "\n",
      "DT JJ NN IN DT NNS eos\n",
      "[34379, 43478]\n",
      "\n",
      "NNS VBP VBG IN DT NNS eos\n",
      "[34391, 35857, 44336]\n",
      "\n",
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      "[34415, 42917]\n",
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      "PRP VBZ VBG JJ NN NN eos\n",
      "[34505, 34746, 47820]\n",
      "\n",
      "JJ NNS VBP RB IN DT NN eos\n",
      "[34518, 35791, 45211]\n",
      "\n",
      "DT NN VBZ NN CC NNS eos\n",
      "[34654, 36488]\n",
      "\n",
      "DT NN VBZ VBG NNS CC VBG PRP IN DT NN eos\n",
      "[34703, 44984]\n",
      "\n",
      "NN VBZ VBG VBN IN DT JJ NN eos\n",
      "[34797, 47463]\n",
      "\n",
      "CD NN VBG DT NN NN eos\n",
      "[34823, 43291]\n",
      "\n",
      "DT JJ NN VBZ VBG VBG IN DT NN eos\n",
      "[34940, 34956]\n",
      "\n",
      "JJ NN NN : NN NNS eos\n",
      "[34981, 34982]\n",
      "\n",
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      "[35056, 46643]\n",
      "\n",
      "JJ NN VBG NN eos\n",
      "[35229, 35230, 37247]\n",
      "\n",
      "DT NN VBG IN DT NN CC VBG NN eos\n",
      "[35246, 41623]\n",
      "\n",
      "NN VBZ VBG IN DT JJ NN eos\n",
      "[35272, 43951]\n",
      "\n",
      "DT NN VBZ VBN TO VB IN DT NN eos\n",
      "[35358, 48665]\n",
      "\n",
      "DT NNS VBG TO VB DT NN NN eos\n",
      "[35408, 48266]\n",
      "\n",
      "DT NN VBD DT NN CC VB IN DT NN eos\n",
      "[35442, 45010]\n",
      "\n",
      "DT NN VBZ RP CC VBZ DT NN eos\n",
      "[35476, 39701]\n",
      "\n",
      "DT NN NN VBD RB DT NN eos\n",
      "[35497, 35501]\n",
      "\n",
      "JJS NN NN eos\n",
      "[35586, 39420]\n",
      "\n",
      "DT NN VBD DT NN IN VBG eos\n",
      "[35652, 35674]\n",
      "\n",
      "DT NN VBZ VBG RB RB eos\n",
      "[35660, 42195]\n",
      "\n",
      "DT NN VBZ PRP$ NNS IN DT NN eos\n",
      "[35691, 35700]\n",
      "\n",
      "JJ NNS VBP IN DT NN IN DT NN eos\n",
      "[35787, 45770]\n",
      "\n",
      "NNS VBP IN DT JJ NN eos\n",
      "[35797, 47396]\n",
      "\n",
      "NNS VBP VBG NNS IN NN eos\n",
      "[35819, 35820]\n",
      "\n",
      "DT NN IN NNS VBP NNS IN DT NN eos\n",
      "[35822, 42490]\n",
      "\n",
      "DT NN IN NNS VBP VBG DT NNS eos\n",
      "[35872, 42527]\n",
      "\n",
      "NN DT JJ NN eos\n",
      "[36018, 43074]\n",
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      "\n",
      "CD JJ NNS VBP RP eos\n",
      "[36209, 39479]\n",
      "\n",
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      "[36310, 39507]\n",
      "\n",
      "NNS VBD VBG PRP$ NN eos\n",
      "[36354, 42523]\n",
      "\n",
      "JJ JJ NN NN eos\n",
      "[36549, 39511]\n",
      "\n",
      "CD NNS VBP DT JJ NN eos\n",
      "[36555, 39137]\n",
      "\n",
      "DT JJ WDT IN DT NN eos\n",
      "[36569, 36597, 36616]\n",
      "\n",
      "DT NN NN VBD DT JJ NN eos\n",
      "[36653, 37647, 37651]\n",
      "\n",
      "DT NN NN VBG RP DT NN eos\n",
      "[36718, 47016]\n",
      "\n",
      "DT NN VBG RP DT NN NN eos\n",
      "[36733, 43086]\n",
      "\n",
      "DT NN VBZ VBG NNS TO VB NN eos\n",
      "[36885, 45427, 47578]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN TO DT NN NN eos\n",
      "[36984, 38539]\n",
      "\n",
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      "[37080, 48608, 48625]\n",
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      "[37222, 37223]\n",
      "\n",
      "DT NN VBG NN VBD NN NN eos\n",
      "[37268, 37305]\n",
      "\n",
      "DT NN VBG PRP eos\n",
      "[37328, 43339]\n",
      "\n",
      "DT NN VBZ VBG PRP VBZ NNS eos\n",
      "[37394, 39251]\n",
      "\n",
      "DT NN VBD JJ NNS IN DT NN NN eos\n",
      "[37418, 37422]\n",
      "\n",
      "VBG NN , eos\n",
      "[37426, 41664]\n",
      "\n",
      "NN VBZ NN NN eos\n",
      "[37527, 43663]\n",
      "\n",
      "DT NN JJ NN VBZ VBG IN DT NN eos\n",
      "[37588, 37626]\n",
      "\n",
      "DT JJ NN NN NNS PRP IN DT NN eos\n",
      "[37593, 37614]\n",
      "\n",
      "DT JJ VBD IN PRP IN DT NN eos\n",
      "[37599, 37600]\n",
      "\n",
      "DT JJ NN VBZ VBG IN PRP IN DT NN eos\n",
      "[37601, 40775]\n",
      "\n",
      "DT NN POS VBP VBG DT NN eos\n",
      "[37633, 42516]\n",
      "\n",
      "DT NN CC JJ NN IN DT NN eos\n",
      "[37827, 45325, 47913]\n",
      "\n",
      "DT NN VBG DT NNS IN DT NN IN DT NN eos\n",
      "[37876, 38015]\n",
      "\n",
      "DT NN IN DT NNS VBZ DT NN NN eos\n",
      "[37902, 37904]\n",
      "\n",
      "DT NN VBG DT NN IN NNS IN DT NN NN eos\n",
      "[37922, 46619]\n",
      "\n",
      "DT NN VBD DT JJ NN IN DT NN NN eos\n",
      "[38005, 38028, 44293]\n",
      "\n",
      "DT NN VBG IN DT NN CC VBG DT NN eos\n",
      "[38061, 38084]\n",
      "\n",
      "DT NN VBZ VBG TO VB DT JJ NN eos\n",
      "[38188, 38194, 38220, 38232, 47538]\n",
      "\n",
      "DT NNS VBG TO VB DT JJ NN eos\n",
      "[38192, 38231]\n",
      "\n",
      "DT NN NN NNS IN DT NNS eos\n",
      "[38235, 38242]\n",
      "\n",
      "WRB TO VB NN VBG NN eos\n",
      "[38313, 38603]\n",
      "\n",
      "DT CD VBZ VBG NN NN eos\n",
      "[38332, 38401]\n",
      "\n",
      "NN TO VBG NN NN eos\n",
      "[38343, 38670]\n",
      "\n",
      "NN VBZ DT NN IN NN IN DT NN eos\n",
      "[38412, 43290]\n",
      "\n",
      "DT NN JJ NN CC NN IN DT NN eos\n",
      "[38419, 38420]\n",
      "\n",
      "NN VBZ VBG NN IN NN NN eos\n",
      "[38427, 38598]\n",
      "\n",
      "DT NN VBZ VBG NN VBG IN DT NN eos\n",
      "[38612, 38618, 38633, 38634, 38637]\n",
      "\n",
      "DT NN VBD DT NN VBG IN DT NN eos\n",
      "[38620, 38624]\n",
      "\n",
      "DT NN VBZ VBG DT NN NN IN TO DT NN eos\n",
      "[38635, 46256]\n",
      "\n",
      "DT NN VBZ JJ NN IN DT NN NN eos\n",
      "[38645, 39996]\n",
      "\n",
      "DT NN VBZ VBG DT NN IN DT NN TO VB eos\n",
      "[38709, 40917]\n",
      "\n",
      "DT NN VBD DT NN NN IN eos\n",
      "[38757, 39980, 40035]\n",
      "\n",
      "DT NN VBZ VBG NN IN IN NN eos\n",
      "[38842, 38863]\n",
      "\n",
      "DT NN VBZ NN IN DT NNS eos\n",
      "[38848, 41708]\n",
      "\n",
      "DT NN VBG DT NN IN IN DT NN eos\n",
      "[38858, 48152]\n",
      "\n",
      "DT NNS VBG DT NNS eos\n",
      "[39018, 40032]\n",
      "\n",
      "DT JJ NN VBZ VBG DT NN IN NNS eos\n",
      "[39035, 39037, 42839]\n",
      "\n",
      "DT NN VBD PRP$ NN IN NNS eos\n",
      "[39043, 48376]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN NN IN VBG IN DT NN eos\n",
      "[39098, 48477]\n",
      "\n",
      "NNS VBG JJ NN eos\n",
      "[39160, 47967]\n",
      "\n",
      "DT NN VB DT NN NN eos\n",
      "[39226, 46892]\n",
      "\n",
      "DT NN VBZ RP DT NN CC VBZ RP DT NN eos\n",
      "[39287, 39310]\n",
      "\n",
      "DT NN VBN IN DT NN IN PRP$ NN eos\n",
      "[39341, 39342]\n",
      "\n",
      "NN NN VBG NN eos\n",
      "[39429, 47630]\n",
      "\n",
      "NN NNS VBP VBG DT JJ eos\n",
      "[39432, 44482]\n",
      "\n",
      "CD JJ NNS VBP VBG DT JJ eos\n",
      "[39439, 39441]\n",
      "\n",
      "DT NN NNS CC VBZ DT NNS NN eos\n",
      "[39694, 39695]\n",
      "\n",
      "DT NN VBZ RP DT NN IN DT JJ NN eos\n",
      "[39736, 42903]\n",
      "\n",
      "JJ NN IN NN NNS eos\n",
      "[39926, 39966, 40042]\n",
      "\n",
      "VBG NNS IN DT JJ NN eos\n",
      "[39950, 40098, 43555]\n",
      "\n",
      "NN IN NN IN DT NN eos\n",
      "[40181, 45058]\n",
      "\n",
      "DT NN VBZ VBG IN WRB TO VB JJ NN NN eos\n",
      "[40204, 45893]\n",
      "\n",
      "CD NNS VBP VBG IN DT JJ NN NN eos\n",
      "[40262, 40269, 47312]\n",
      "\n",
      "NN CC NN VBP VBG DT NN eos\n",
      "[40279, 42402, 42422]\n",
      "\n",
      "NN VBG NNS NN eos\n",
      "[40330, 42570]\n",
      "\n",
      "NNS VBP VBG DT JJ NN NN eos\n",
      "[40357, 47399]\n",
      "\n",
      "DT NN VBZ VBN IN PRP$ NN IN DT NN eos\n",
      "[40777, 40778]\n",
      "\n",
      "DT NNS VBP DT NN IN NN eos\n",
      "[40881, 46626]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN TO VB PRP eos\n",
      "[40957, 40966]\n",
      "\n",
      "DT NN VBZ DT NN IN NN NN eos\n",
      "[41056, 41058]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN NN NN eos\n",
      "[41066, 44282, 44625]\n",
      "\n",
      "DT NN VBD CD JJ NNS eos\n",
      "[41096, 41138]\n",
      "\n",
      "VBN NNS VBP VBN IN DT NN eos\n",
      "[41294, 41311]\n",
      "\n",
      "NNS VBD VBN IN DT NN eos\n",
      "[41302, 46658]\n",
      "\n",
      "DT NN VBZ RP JJ NN eos\n",
      "[41359, 48315]\n",
      "\n",
      "DT NN VBZ VBG IN TO VB NN eos\n",
      "[41428, 48726]\n",
      "\n",
      "DT NN VBZ DT JJ NN IN NNS eos\n",
      "[41554, 41713]\n",
      "\n",
      "NN VBZ DT NN IN NN eos\n",
      "[41668, 46314, 47182]\n",
      "\n",
      "DT JJ NN VBD DT JJ NN NN eos\n",
      "[41897, 41901]\n",
      "\n",
      "JJ NN VBZ JJ IN NN NN eos\n",
      "[41909, 41910]\n",
      "\n",
      "DT NN VBZ VBG IN JJ NN NN eos\n",
      "[41938, 45868]\n",
      "\n",
      "DT NN VBZ VBG NN IN CD NN eos\n",
      "[41960, 46706]\n",
      "\n",
      "DT JJ NN PRP$ NN eos\n",
      "[42220, 45386]\n",
      "\n",
      "NN VBZ VBG IN DT CD NN NN eos\n",
      "[42369, 42372]\n",
      "\n",
      "NN VBD IN NN POS NN IN DT NN NN eos\n",
      "[42376, 42389]\n",
      "\n",
      "DT NN IN NNS VBP NNS eos\n",
      "[42491, 42734, 42736]\n",
      "\n",
      "NN POS JJ NN TO VB NNS CC NNS IN JJ NN eos\n",
      "[42505, 42514]\n",
      "\n",
      "DT NNS VBP VBG IN eos\n",
      "[42524, 44348]\n",
      "\n",
      "DT JJ VBZ DT JJ NN IN DT NN eos\n",
      "[42668, 43235]\n",
      "\n",
      "DT NN VBG DT JJ JJ NN eos\n",
      "[42725, 45391]\n",
      "\n",
      "DT NN VBG TO VB NNS eos\n",
      "[42846, 47056]\n",
      "\n",
      "JJ NN VBG NNS eos\n",
      "[42854, 42855]\n",
      "\n",
      "NNS VBP RB JJ eos\n",
      "[42876, 47966]\n",
      "\n",
      "DT JJ NN VBD PRP$ NN IN PRP$ NN eos\n",
      "[42973, 42978, 43329]\n",
      "\n",
      "DT NN VBZ RP DT NN IN DT NN NN eos\n",
      "[43023, 43176]\n",
      "\n",
      "DT NN VBD RP DT NNS eos\n",
      "[43148, 46000]\n",
      "\n",
      "DT NN VBZ VBG RP IN DT VBG NN eos\n",
      "[43369, 43378]\n",
      "\n",
      "DT JJ JJ VBN IN PRP$ NN NN eos\n",
      "[43433, 45377]\n",
      "\n",
      "DT JJ NN IN NNS VBP VBG eos\n",
      "[43570, 43571, 43592, 43610]\n",
      "\n",
      "JJ NN NN NN IN NN NN eos\n",
      "[43639, 43690, 43742]\n",
      "\n",
      "DT NN VBZ VBG NN NNS IN DT NN IN NN eos\n",
      "[43672, 43678]\n",
      "\n",
      "DT NN VBZ VBG NNS IN NN IN DT NN IN NN eos\n",
      "[43680, 43695]\n",
      "\n",
      "DT NN VBZ VBG PRP$ NN NN IN DT NN eos\n",
      "[43761, 46024]\n",
      "\n",
      "DT NN VBZ VBG RP JJ NNS IN NNS eos\n",
      "[43907, 43908, 43909]\n",
      "\n",
      "DT NN VBZ RP JJ NNS IN NNS eos\n",
      "[43915, 43938]\n",
      "\n",
      "DT NN VBD RB DT NNS eos\n",
      "[43918, 43919, 43920]\n",
      "\n",
      "DT NN VBZ VBG RP TO DT JJ NN eos\n",
      "[43954, 43962]\n",
      "\n",
      "DT NN VBD DT JJ NN NN RB eos\n",
      "[44086, 44090]\n",
      "\n",
      "DT NN NN VBZ VBN RP eos\n",
      "[44274, 44291]\n",
      "\n",
      "NNS VBP VBG IN DT NN IN DT NN eos\n",
      "[44309, 44339]\n",
      "\n",
      "DT JJ VBZ JJ eos\n",
      "[44322, 45320]\n",
      "\n",
      "DT NN IN NN NNS VBP VBG IN DT NN eos\n",
      "[44462, 44480, 44489]\n",
      "\n",
      "DT NN VBZ TO VB NN eos\n",
      "[44574, 45668]\n",
      "\n",
      "DT JJ VBZ VBG IN DT NN IN NN eos\n",
      "[44605, 44642]\n",
      "\n",
      "NN VBZ VBG NNS DT NN eos\n",
      "[44710, 44761]\n",
      "\n",
      "DT NN VBZ VBG IN VBG IN NN eos\n",
      "[44776, 47189]\n",
      "\n",
      "DT JJR NN VBZ VBG eos\n",
      "[44777, 44797]\n",
      "\n",
      "DT NN IN JJ NNS VBZ VBG eos\n",
      "[44784, 44795]\n",
      "\n",
      "DT JJ NN VBD RB DT NNS eos\n",
      "[44820, 44823]\n",
      "\n",
      "DT NN VBZ VBG IN JJ NN IN DT NN eos\n",
      "[44901, 46993]\n",
      "\n",
      "DT NN VBD DT JJ IN DT NN eos\n",
      "[44936, 44937]\n",
      "\n",
      "DT NN VBZ VBG VBG RP eos\n",
      "[45070, 47204]\n",
      "\n",
      "DT NN VBG DT NN IN JJ NNS IN DT NN eos\n",
      "[45146, 47838]\n",
      "\n",
      "DT NN VBG PRP$ NN IN DT JJ NN eos\n",
      "[45152, 48398]\n",
      "\n",
      "NNS VBP VBG DT VBN IN DT NN eos\n",
      "[45177, 45215]\n",
      "\n",
      "DT JJ VBZ VBG IN DT NNS eos\n",
      "[45288, 45303, 45305]\n",
      "\n",
      "DT NN IN DT NN VBZ IN DT NN NN eos\n",
      "[45625, 45657]\n",
      "\n",
      "DT NN IN DT NN NNS IN DT NN NN eos\n",
      "[45626, 45633, 45639, 45642]\n",
      "\n",
      "DT NN VBD RB VBG RP eos\n",
      "[45704, 45705]\n",
      "\n",
      "DT NN VBZ VBG DT JJ JJ NN IN NNS eos\n",
      "[45812, 45842]\n",
      "\n",
      "VBG IN DT NN NN VBZ WRB TO VB JJ NN NN eos\n",
      "[45834, 45978]\n",
      "\n",
      "DT NN VBD PRP$ NN POS NN eos\n",
      "[46029, 46062, 46063]\n",
      "\n",
      "DT NN IN DT JJ NN CC JJ NN VBG NN NNS eos\n",
      "[46210, 46298]\n",
      "\n",
      "DT NN VBD NN TO DT JJ NN IN DT NN eos\n",
      "[46374, 46392]\n",
      "\n",
      "eos\n",
      "[46590, 47106]\n",
      "\n",
      "DT NN VBD DT NN IN DT NN IN PRP$ NNS eos\n",
      "[46593, 46594]\n",
      "\n",
      "DT NN VBZ VBG CD NN NNS IN NN IN DT NN NN eos\n",
      "[46686, 46687]\n",
      "\n",
      "NN NN NNS NN CC NN eos\n",
      "[46807, 46808]\n",
      "\n",
      "DT NN VBZ NN VBG DT NN eos\n",
      "[46946, 46976]\n",
      "\n",
      "DT NN VBZ VBG RP DT NN IN JJ NN eos\n",
      "[46990, 47021]\n",
      "\n",
      "CD NNS VBP VBG DT NN VBN NN eos\n",
      "[47310, 47336]\n",
      "\n",
      "CD NNS VBD DT NN NN eos\n",
      "[47314, 47349]\n",
      "\n",
      "DT NN VBZ VBG IN DT NN IN DT NN NN eos\n",
      "[47520, 48108, 48129]\n",
      "\n",
      "DT NN VBZ VBG VBN RP DT NN IN DT NN eos\n",
      "[47935, 48047]\n",
      "\n",
      "DT NN VBD DT JJ JJ IN DT NN eos\n",
      "[47939, 47940]\n",
      "\n",
      "DT JJ NN VBZ DT NN RP DT NN eos\n",
      "[47948, 47964]\n",
      "\n",
      "DT JJ NN VBZ VBG IN DT NN IN DT NN NN eos\n",
      "[48100, 48120]\n",
      "\n",
      "DT NN VBZ NN TO CD NNS eos\n",
      "[48208, 48213]\n",
      "\n",
      "DT NN VBD NN NN IN DT NN eos\n",
      "[48256, 48257]\n",
      "\n",
      "DT JJ NN NN NN NN eos\n",
      "[48317, 48319]\n",
      "\n",
      "DT NN VBZ VBG NN VBD VBG DT JJ NN eos\n",
      "[48431, 48434]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "d = {}\n",
    "for i, t in enumerate(pos_templates):\n",
    "    if not t in d:\n",
    "        d[t] = [i]\n",
    "    else:\n",
    "        d[t].append(i)\n",
    "for tags, idxs in d.items():\n",
    "    if len(idxs)>1:\n",
    "        print(f'{tags}\\n{idxs}\\n')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "count of templates: 14255\n",
      "        count of templats that appears at least 2 times: 2884\n",
      "        the most used pattern: DT NN VBD IN PRP IN DT NN NN eos\n"
     ]
    }
   ],
   "source": [
    "mor_than_two_templates = [k for k in d.keys() if len(d[k])>1]\n",
    "most_used = sorted(mor_than_two_templates, key=lambda k: len(d[k]))\n",
    "print(f\"count of templates: {len(d)}\\n\\\n",
    "        count of templats that appears at least 2 times: {len(mor_than_two_templates)}\\n\\\n",
    "        the most used pattern: {most_used[1000]}\")"
   ]
  }
 ],
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