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<html>
<head>
<title>Tal Baumel's Home Page</title>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.2.1/jquery.min.js"></script>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<!-- Latest compiled and minified CSS -->
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/css/bootstrap.min.css">
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<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/css/bootstrap-theme.min.css">
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<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.5/js/bootstrap.min.js"></script>
<script>
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})(window,document,'script','//www.google-analytics.com/analytics.js','ga');
ga('create', 'UA-53470146-1', 'auto');
ga('send', 'pageview');
</script>
</head>
<body >
<div class="container">
<div class="starter-template">
<div class="row">
<div class="col-xs-12 col-md-8">
<h1>Hey!</h1>
<p>
My name is Tal Baumel and I'm a <a href="thesis.pdf">PhD</a> graduate from the Computer Science department at Ben Gurion University <a href="https://www.cs.bgu.ac.il/~nlpproj/">Natural Language Processing Project</a> under the supervision of <a href="https://www.cs.bgu.ac.il/~elhadad/">Professor Michael Elhadad</a>. Focusing on automatic summarization.
Now working as a data scientist for Microsoft.
</p>
<h2>Neural Networks Stuff:</h2>
<h4>Hope to post here some useful tutorials about neural networks and NLP</h4>
<ul>
<li>Sequence To Sequence Attention Models In DyNet<br/>[<a href="blog/attention/">notebook</a>]</li>
<li>Appendix (Work In Progress)<br/>[<a href="blog/attention appendix/">notebook</a>]</li>
<li>Scaling-Up Neural Networks<br/>[<a href="blog/softmax/">notebook</a>]</li>
</ul>
Please check out my blog: <a href="blog">https://talbaumel.github.io/blog</a> or recording from <a href="https://soundcloud.com/tal-baumel/jambot-seperated-instruments"> jambot</a>, a RNN-based music generator you can play a long with (made with <a href="https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&cad=rja&uact=8&ved=0ahUKEwi4y-n2p8TRAhVEVSwKHf5_AMYQFggbMAA&url=https%3A%2F%2Fil.linkedin.com%2Fin%2Feyalgruss&usg=AFQjCNGaqbgjB1OyZ4oha06BZeVJ1cnApA&sig2=9bcHydGms9Q2kSD7_OxvJQ"> Eyal Gruss</a>, work in progress)
<h2>Teaching:</h2>
<ul>
<li>Teaching Assistant - Compiler Construction</li>
<li>Teaching Assistant - Discrete Structures and Combinatorics</li>
<li>Teaching Assistant - Automata and Formal Languages</li>
</ul>
<h2>Publications:</h2>
<ul>
<li>
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment.<br/>
Arxiv<br/>
[<a href="https://arxiv.org/abs/1709.09587">Paper</a>]
</li>
<li>
Sentence Embedding Evaluation Using Pyramid Annotation.<br/>
RepEval @ ACL 2016<br/>
[<a href="https://fd8c9327-a-62cb3a1a-s-sites.googlegroups.com/site/repevalacl16/7_Paper.pdf?attachauth=ANoY7coXL-9MvPIJrhI4GcAo9yVwyUC8YgNpmz7RWbHkp9SWjLK8RkbbM4Fdlb_1ETg3_riZOtJ1jffK-J6ebPit842ngcfXVimuzshXwPq6CMfebWs0D3Z8ngIx_2AbS_0nJVgJmvDEDE6MFp_NqzINQhH1hhawh0hbTCyxIKKjzXoszpCevThMVyzDkW43XidJWjtV1ibuvb12ZzSJiOxqNGuNllHvkg%3D%3D&attredirects=0">Paper</a>]
</li>
<li>
Topic Concentration in Query Focused Summarization Datasets.<br/>
AAAI 2016<br/>
[<a href="http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/11939">Paper</a>]
[<a href="TD-QFS/dataset.html">More info</a></a>]
</li>
<li>
Query-Chain Focused Summarization. <br/>
ACL 2014<br/>
[<a href="http://aclanthology.info/papers/query-chain-focused-summarization">Paper</a>]
[<a href="QCFS/dataset.html">More info</a>]
[<a href="http://techtalks.tv/talks/query-chain-focused-summarization/60439/">Video</a>]
</li>
<li>
Overview of the Hebrew Dataset.<br/>
MultiLng @ ACL 2013<br/>
[<a href="ReportDataSetBGU.pdf">Paper</a>]
</li>
</ul>
<img src="emailme.gif" /> talbaumel (at) gmail.com
</div>
<div class="col-xs-6 col-md-4">
<div style="padding:25px;"> <img src="me.jpg" style="height:40%;"/></div>
</div>
</div>
</div>
</div>
</body>
</html>