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<!doctype html>
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<h1 class="main_color">About Me</h1>
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<h2>Takashi Kodama / 児玉 貴志</h2>
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<a href="mailto:[email protected]"><i class="fas fa-envelope"></i></a>
<a href="https://github.com/Taka008"><i class="fab fa-github"></i></a>
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<h5 class="pl-5">I am a researcher at the <a href="https://llmc.nii.ac.jp/en/">Research and Development Center for Large Language Models</a>, National Institute of Informatics</h5>
<h5 class="pl-5">My research interests include natural language processing, especially large language models, dialogue systems, and text generation.</h5>
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<section id="education" style="background-color: whitesmoke">
<div class="container">
<h1 class="main_color">Education</h1>
<ul>
<li>
<p class="mb-0"><strong>Doctor's Degree, Kyoto University / 京都大学大学院 博士課程</strong></p>
<p class="pb-1">October 1, 2020 - March 31, 2024</p>
</li>
<li>
<p class="mb-0"><strong>Master's Degree, Kyoto University / 京都大学大学院 修士課程</strong></p>
<p class="pb-1">April 1, 2019 - September 30, 2020（短縮修了）</p>
</li>
<li>
<p class="mb-0"><strong>Bachelor's Degree, Kyoto University / 京都大学工学部</strong></p>
<p class="pb-1">April 1, 2015 - March 31, 2019</p>
</li>
</ul>
</div>
</section>
<section id="publication">
<div class="container">
<h1 class="main_color">Publications</h1>
<h4 class="pt-3">Preprints</h4>
<ul>
<li>
<p class="mb-0">LLM-jp, Akiko Aizawa, Eiji Aramaki, Bowen Chen, Fei Cheng, Hiroyuki Deguchi, Rintaro Enomoto, Kazuki Fujii, Kensuke Fukumoto, Takuya Fukushima, Namgi Han, Yuto Harada, Chikara Hashimoto, Tatsuya Hiraoka, Shohei Hisada, Sosuke Hosokawa, Lu Jie, Keisuke Kamata, Teruhito Kanazawa, Hiroki Kanezashi, Hiroshi Kataoka, Satoru Katsumata, Daisuke Kawahara, Seiya Kawano, Atsushi Keyaki, Keisuke Kiryu, Hirokazu Kiyomaru, <u>Takashi Kodama</u>, Takahiro Kubo, Yohei Kuga, Ryoma Kumon, Shuhei Kurita, Sadao Kurohashi, Conglong Li, Taiki Maekawa, Hiroshi Matsuda, Yusuke Miyao, Kentaro Mizuki, Sakae Mizuki, Yugo Murawaki, Ryo Nakamura, Taishi Nakamura, Kouta Nakayama, Tomoka Nakazato, Takuro Niitsuma, Jiro Nishitoba, Yusuke Oda, Hayato Ogawa, Takumi Okamoto, Naoaki Okazaki, Yohei Oseki, Shintaro Ozaki, Koki Ryu, Rafal Rzepka, Keisuke Sakaguchi, Shota Sasaki, Satoshi Sekine, Kohei Suda, Saku Sugawara, Issa Sugiura, Hiroaki Sugiyama, Hisami Suzuki, Jun Suzuki, Toyotaro Suzumura, Kensuke Tachibana, Yu Takagi, Kyosuke Takami, Koichi Takeda, Masashi Takeshita, Masahiro Tanaka, Kenjiro Taura, Arseny Tolmachev, Nobuhiro Ueda, Zhen Wan, Shuntaro Yada, Sakiko Yahata, Yuya Yamamoto, Yusuke Yamauchi, Hitomi Yanaka, Rio Yokota, Koichiro Yoshino:</p>
<p class="mb-0"><strong>LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs.</strong></p>
<p class="mb-0">arXiv:2407.03963, 2024.7.</p>
<p>[<a href="https://arxiv.org/abs/2407.03963">arXiv</a>]</p>
</li>
</ul>
<h4 class="pt-3">Journal Papers (Refereed)</h4>
<ul>
<li>
<p class="mb-0">岡久 太郎, 田中 リベカ, <u>児玉 貴志</u>, Yin Jou Huang, 村脇 有吾, 黒橋 禎夫:</p>
<p class="mb-0"><strong>コツを引き出す対話設定におけるオンライン料理インタビュー対話コーパスの構築.</strong></p>
<p class="mb-0">自然言語処理, Vol30, No.2, pp.773-799, 2023.6. (Technical paper)</p>
<p>[<a href="https://www.jstage.jst.go.jp/article/jnlp/30/2/30_773/_pdf/-char/ja">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 田中 リベカ, 黒橋 禎夫:</p>
<p class="mb-0"><strong>映画推薦対話を具体例とした話者内部状態の推定による対話管理.</strong></p>
<p class="mb-0">自然言語処理, Vol28, No.1, pp.104-135, 2021.3.</p>
<p>[<a href="https://www.jstage.jst.go.jp/article/jnlp/28/1/28_104/_pdf/-char/ja">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Ryuichiro Higashinaka, Koh Mitsuda, Ryo Masumura, Yushi Aono, Ryuta Nakamura, Noritake Adachi and Hidetoshi Kawabata:</p>
<p class="mb-0"><strong>Collection of Meta Information with User-Generated Question Answer Pairs and its Reflection for Improving Expressibility in Response Generation.</strong></p>
<p class="mb-0">Journal of Natural Language Processing, Vol.28, No.1, pp.136-159, 2021.3.</p>
<p>[<a href="https://www.jstage.jst.go.jp/article/jnlp/28/1/28_136/_pdf/-char/ja">paper</a>]</p>
</li>
</ul>
<h4 class="pt-3">International Conferences (Refereed)</h4>
<ul>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Hirokazu Kiyomaru, Yin Jou Huang, and Sadao Kurohashi:</p>
<p class="mb-0"><strong>RecomMind: Movie Recommendation Dialogue with Seeker’s Internal State</strong></p>
<p class="mb-0">In Proceedings of the Second Workshop on Social Influence in Conversations (SICon 2024), pp.46–63, Miami, Florida, USA, 2024.11. </p>
<p>[<a href="https://aclanthology.org/2024.sicon-1.4.pdf">paper</a>] [<a href="https://github.com/ku-nlp/RecomMind">dataset</a>]</p>
</li>
<li>
<p class="mb-0">Taishi Chika, Taro Okahisa, <u>Takashi Kodama</u>, Yin Jou Huang, Yugo Murawaki and Sadao Kurohashi:</p>
<p class="mb-0"><strong>Domain Transferable Semantic Frames for Technical Interview Dialogues</strong></p>
<p class="mb-0">In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, pp.5299-5308, Turin, Italy, 2024.5.</p>
<p>[<a href="https://aclanthology.org/2024.lrec-main.471.pdf">paper</a>] [<a href="https://nlp.ist.i.kyoto-u.ac.jp/?EIDC">dataset</a>]</p>
</li>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Hirokazu Kiyomaru, Yin Jou Huang, Taro Okahisa and Sadao Kurohashi:</p>
<p class="mb-0"><strong>Is a Knowledge-based Response Engaging?: An Analysis on Knowledge-Grounded Dialogue with Information Source Annotation</strong></p>
<p class="mb-0">In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, pp.237-243, Toronto, Canada, 2023.7. <a href="https://2023.aclweb.org/program/best_papers/">Best Paper Award</a></p>
<p>[<a href="https://aclanthology.org/2023.acl-srw.34.pdf">paper</a>]</p>
</li>
<li>
<p class="mb-0">Nobuhiro Ueda, Kazumasa Omura, <u>Takashi Kodama</u>, Hirokazu Kiyomaru, Yugo Murawaki, Daisuke Kawahara and Sadao Kurohashi:</p>
<p class="mb-0"><strong>KWJA: A Unified Japanese Analyzer Based on Foundation Models</strong></p>
<p class="mb-0">In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp.538-548, Toronto, Canada, 2023.7.</p>
<p>[<a href="https://aclanthology.org/2023.acl-demo.52.pdf">paper</a>] [<a href="https://github.com/ku-nlp/kwja">github</a>]</p>
</li>
<li>
<p class="mb-0">Takumi Yoshikoshi, <u>Takashi Kodama</u>, Sadao Kurohashi:</p>
<p class="mb-0"><strong>Explicit Use of Topicality in Dialogue Response Generation.</strong></p>
<p class="mb-0">In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, pp.222-228, Seattle, USA, 2022.7.</p>
<p>[<a href="https://aclanthology.org/2022.naacl-srw.28/">paper</a>]</p>
</li>
<li>
<p class="mb-0">Taro Okahisa, Ribeka Tanaka, <u>Takashi Kodama</u>, Yin Jou Huang and Sadao Kurohashi:</p>
<p class="mb-0"><strong>Constructing a Culinary Interview Dialogue Corpus with Video Conferencing Tool.</strong></p>
<p class="mb-0">In Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC 2022), pp.3131-3139, Marseille, France, 2022.6.</p>
<p>[<a href="https://aclanthology.org/2022.lrec-1.335.pdf">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Ribeka Tanaka, and Sadao Kurohashi:</p>
<p class="mb-0"><strong>Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System.</strong></p>
<p class="mb-0">In Proceedings of The 2nd DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, pp.83-92, Dublin, Ireland, 2022.5.</p>
<p>[<a href="https://aclanthology.org/2022.dialdoc-1.9/">paper</a>] [<a href="https://github.com/ku-nlp/JMRD">dataset</a>]</p>
</li>
<li>
<p class="mb-0">Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, <u>Takashi Kodama</u>, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong (in alphabetical order)</p>
<p class="mb-0"><strong>A System for Worldwide COVID-19 Information Aggregation.</strong></p>
<p class="mb-0">In Proceedings of Workshop on NLP for COVID-19 (Part 2) at EMNLP2020, Online, 2020.12.</p>
<p>[<a href="https://www.aclweb.org/anthology/2020.nlpcovid19-2.13/">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Ryuichiro Higashinaka, Koh Mitsuda, Ryo Masumura, Yushi Aono, Ryuta Nakamura, Noritake Adachi and Hidetoshi Kawabata:</p>
<p class="mb-0"><strong>Generating Responses that Reflect Meta Information in User-Generated Question Answer Pairs.</strong></p>
<p class="mb-0">In Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC2020), (meeting cancelled), pp.5433–5441, 2020.5.</p>
<p>[<a href="https://www.aclweb.org/anthology/2020.lrec-1.668/">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>Takashi Kodama</u>, Ribeka Tanaka, and Sadao Kurohashi:</p>
<p class="mb-0"><strong>Collection and Analysis of Meaningful Dialogue by Constructing a Movie Recommendation Dialogue System.</strong></p>
<p class="mb-0">In Proceedings of the 23rd Workshop on the Semantics and Pragmatics of Dialogue - Poster Abstracts (SemDial2019), London, United Kingdom, 2019.9.</p>
<p>[<a href="http://semdial.org/anthology/Z19-Kodama_semdial_0027.pdf">paper</a>]</p>
</li>
</ul>
<h4 class="pt-3">Domestic Conferences and Workshops (with Proceedings)</h4>
<ul>
<li>
<p class="mb-0">Namgi Han, 植田暢大, 大嶽匡俊, 勝又智, 鎌田啓輔, 清丸寛一, <u>児玉貴志</u>, 菅原朔, Bowen Chen, 松田寛, 宮尾祐介, 村脇有吾, 劉弘毅:</p>
<p class="mb-0"><strong>llm-jp-eval: 日本語大規模言語モデルの自動評価ツール．</strong></p>
<p class="mb-0">言語処理学会第30回年次大会 (NLP 2024), pp.2085-2089, 神戸/online, 2024.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2024/pdf_dir/A8-2.pdf">paper</a>][<a href="https://github.com/llm-jp/llm-jp-eval">github</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 植田 暢大, 大村 和正, 清丸 寛一, 村脇 有吾, 河原 大輔, 黒橋 禎夫:</p>
<p class="mb-0"><strong>テキスト生成モデルによる日本語形態素解析．</strong></p>
<p class="mb-0">言語処理学会第29回年次大会 (NLP 2023), pp.339-344, 宜野湾/online, 2023.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2023/pdf_dir/C2-3.pdf">paper</a>][<a href="https://github.com/ku-nlp/kwja">github</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 清丸 寛一, Yin-Jou Huang, 岡久 太郎, 黒橋 禎夫:</p>
<p class="mb-0"><strong>情報源のアノテーションによる外部知識に基づいた応答の魅力度の分析．</strong></p>
<p class="mb-0">言語処理学会第29回年次大会 (NLP 2023), pp.119-124, 宜野湾/online, 2023.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2023/pdf_dir/H1-3.pdf">paper</a>]</p>
</li>
<li>
<p class="mb-0">植田 暢大, 大村 和正, <u>児玉 貴志</u>, 清丸 寛一, 村脇 有吾, 河原 大輔, 黒橋 禎夫:</p>
<p class="mb-0"><strong>KWJA：汎用言語モデルに基づく日本語解析器.</strong></p>
<p class="mb-0">情報処理学会 第253回自然言語処理研究会, pp. 1-14, 京都/online, 2022.9. (<a href="https://nl-ipsj.or.jp/award/">優秀研究賞</a>受賞.)</p>
<p>[<a href="https://ipsj.ixsq.nii.ac.jp/ej/?action=pages_view_main&active_action=repository_view_main_item_detail&item_id=220232&item_no=1&page_id=13&block_id=8">paper</a>][<a href="https://github.com/ku-nlp/kwja">github</a>]</p>
</li>
<li>
<p class="mb-0">岡久 太郎, 田中 リベカ, <u>児玉 貴志</u>, Yin Jou Huang, 黒橋 禎夫:</p>
<p class="mb-0"><strong>ウェブ会議システムを利用した料理インタビュー対話コーパス.</strong></p>
<p class="mb-0">言語処理学会第28回年次大会 (NLP 2022), pp.268-273, 浜松, 2022.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2022/pdf_dir/E2-2.pdf">paper</a>]</p>
</li>
<li>
<p class="mb-0">吉越 卓見, <u>児玉 貴志</u>, 新 隼人, 新 隼人, 坂田 亘, 田中 リベカ, 黒橋 禎夫:</p>
<p class="mb-0"><strong>主題性にもとづく雑談対話システムの構築.</strong></p>
<p class="mb-0">情報処理学会 第250回自然言語処理研究会, pp.1-10, オンライン, 2021.7.</p>
<p>[<a href="https://ipsj.ixsq.nii.ac.jp/ej/index.php?active_action=repository_view_main_item_detail&page_id=13&block_id=8&item_id=213149&item_no=1">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, Frederic Bergeron, 新 隼人, 田中 リベカ, 坂田 亘, 黒橋 禎夫:</p>
<p class="mb-0"><strong>クラウドソーシングで利用可能な日本語対話収集基盤.</strong></p>
<p class="mb-0">言語処理学会第27回年次大会 (NLP 2021), pp.859-863, 北九州, 2021.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2021/pdf_dir/B5-2.pdf">paper</a>] [<a href="https://github.com/ku-nlp/ChatCollectionFramework">code</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 田中 リベカ, 黒橋 禎夫:</p>
<p class="mb-0"><strong>外部知識に基づく発話生成に向けた日本語映画推薦対話データセットの構築.</strong></p>
<p class="mb-0">言語処理学会第27回年次大会 (NLP 2021), pp.864-869, 北九州, 2021.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2021/pdf_dir/B5-3.pdf">paper</a>] [<a href="https://github.com/ku-nlp/JMRD">dataset</a>]</p>
</li>
<li>
<p class="mb-0">清丸 寛一, 植田 暢大, <u>児玉 貴志</u>, 田中 佑, 岸本 裕大, 田中 リベカ, 河原 大輔, 黒橋 禎夫:</p>
<p class="mb-0"><strong>因果関係グラフ: 構造的言語処理に基づくイベントの原因・結果・解決策の集約.</strong></p>
<p class="mb-0">言語処理学会 第26回年次大会 (NLP2020), pp.1125-1128, 茨城, 2020.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2020/pdf_dir/E5-1.pdf">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 田中 リベカ, 黒橋 禎夫:</p>
<p class="mb-0"><strong>映画推薦対話システムを具体例としたユーザ内部状態のモデル化・コーパス構築・解析.</strong></p>
<p class="mb-0">人工知能学会 音声・言語理解と対話処理研究会第87回研究会(SLUD-87) 第10回対話システムシンポジウム, 東京, 2019.12.</p>
<p>[<a href="https://jsai.ixsq.nii.ac.jp/ej/?action=pages_view_main&active_action=repository_view_main_item_detail&item_id=10548&item_no=1&page_id=13&block_id=23">paper</a>]</p>
</li>
<li>
<p class="mb-0"><u>児玉 貴志</u>, 田中 リベカ, 黒橋 禎夫:</p>
<p class="mb-0"><strong>間接的話題導入を行う映画推薦対話システムの構築と対話事例の収集・分析.</strong></p>
<p class="mb-0">言語処理学会第25回年次大会 (NLP 2019), pp.1033-1036, 名古屋, 2019.3.</p>
<p>[<a href="https://www.anlp.jp/proceedings/annual_meeting/2019/pdf_dir/F5-4.pdf">paper</a>]</p>
</li>
</ul>
<h4 class="pt-3">Talks (without Proceedings)</h4>
<ul>
<li>
<p class="mb-0">坂田 亘, 田中 リベカ, <u>児玉 貴志</u>, 新 隼人, 村脇 有吾, 河原 大輔, 黒橋 禎夫:</p>
<p class="mb-0"><strong>知識に基づくニューラル対話基盤の構築</strong></p>
<p class="mb-0">京都大学第14回 ICT イノベーション, 京都, 2020.2.</p>
</li>
</ul>
</div>
</section>
<section id="experience" style="background-color: whitesmoke">
<div class="container">
<h1 class="main_color">Experience</h1>
<ul>
<li>
<p class="mb-0">Research Fellow:</p>
<p class="mb-0">日本学術振興会特別研究員（DC2）</p>
<p class="mb-0">April 2022 - March 2024</p>
</li>
<li>
<p class="mb-0">Research Internship:</p>
<p class="mb-0"><a href="https://corp.rinna.co.jp/">rinna Co.</a></p>
<p class="mb-0">Feburuary 2021 - May 2021</p>
</li>
<li>
<p class="mb-0">Research Internship (Work on dialog response generation):</p>
<p class="mb-0"><a href="https://www.ntt.co.jp/md/e/">NTT Media Intelligence Laboratories</a></p>
<p class="mb-0">August 2019</p>
<p>Adviser: Ryuichiro Higashinaka, Koh Mitsuda</p>
</li>
</ul>
</div>
</section>
<section id="activity">
<div class="container">
<h1 class="main_color">Activity</h1>
<ul>
<li>
<p class="mb-0">Teaching Assistant:</p>
<p class="mb-0">「人を知る」人工知能講座</p>
<p class="mb-0">2020 - present</p>
</li>
<li>
<p class="mb-0">Teaching Assistant:</p>
<p class="mb-0">Kyoto University, Kyoto</p>
<p class="mb-0">October 2019 - Feburuary 2020</p>
<p>Assist students to learn numerical analysis using C and Python.</p>
</li>
</ul>
</div>
</section>
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