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<!DOCTYPE html>
<html>
<head>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.3.1/css/bootstrap.css">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.3.0/css/font-awesome.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
<script src="http://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/bootstrap-social/4.2.1/bootstrap-social.min.css"></script>
<title>Srini Iyer</title>
</head>
<body>
<div class="container-fluid">
<nav class="navbar navbar-default">
<div class="container-fluid">
<div class="navbar-header"><button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false" aria-controls="navbar">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand" href="#">斯里尼瓦桑艾耶 | श्रीनिवासन अय्यर | Сринивасан Айер | スリニバサンアイヤル | 스 리니 바산 아이어 | iسرينيفاسان آير </a>
</div>
<div id="navbar" class="navbar-collapse collapse">
<ul class="nav navbar-nav navbar-right">
<li class="{% ifequal navtag "moses" %}active{% endifequal %}">
<a href="#">
<span class="glyphicon glyphicon-home"></span>
</a>
</li>
<li class="{% ifequal navtag "tfidf" %}active{% endifequal %}">
<a href="#publications">Publications</a>
</li>
<li class="{% ifequal navtag "tfidf_sql" %}active{% endifequal %}">
<a href="#teaching">Teaching</a>
</li>
<li class="{% ifequal navtag "comparison" %}active{% endifequal %}">
<a href="https://github.com/sriniiyer/sriniiyer.github.io/blob/master/sviyer_resume.pdf">CV</a>
</li>
<li class="{% ifequal navtag "comparison" %}active{% endifequal %}">
<a href="https://scholar.google.com/citations?hl=en&user=jNjde2wAAAAJ&view_op=list_works&authuser=1&sortby=pubdate">G Scholar</a>
</li>
</ul>
</div>
</div>
</nav>
<div class="row">
<div class="col-md-2">
</div>
<div class="col-md-2">
<img src='srini_4.jpg' class="img-responsive img-rounded">
<address>
<h3>contact</h3>
<p>
<h5>
<a href="http://www.washington.edu/maps/#!/cse">402</a> Paul G. Allen Center for Computer Science & Engineering, <br>
West Stevens Way Northeast, <br>
Box 352350 <br>
Seattle, WA 98195 <br>
<br>
Email: <a href="mailto:sviyer@cs.washington.edu">sviyer@cs.washington.edu</a> <br>
<br>
<h3>resources</h3>
<p>
<h5>
<ul style="padding-left: 0px;">
<li>SCHOLAR: <a href="https://drive.google.com/file/d/0Bw5kFkY8RRXYRXdYYlhfdXRlTVk/view?usp=sharing&resourcekey=0-IqyXs7yl61Tz8_ay1-qz2Q">db</a> <a href="https://github.com/sriniiyer/nl2sql/tree/master/data/scholar">sql</a></li>
<li>GEO: <a href="https://github.com/sriniiyer/nl2sql/blob/master/data/geo/geo_mysql_dump.db">db</a> <a href="https://github.com/sriniiyer/nl2sql/tree/master/data/geo">sql</a></li>
<li>ATIS: <a href="https://github.com/sriniiyer/nl2sql/blob/master/data/atis/atis_mysql_dump.db">db</a> <a href="https://github.com/sriniiyer/nl2sql/tree/master/data/atis">sql</a></li>
<li>CONCODE: <a href="https://github.com/sriniiyer/concode">data</a></li>
<li><a href="methods_hist.pdf">Distribution of Python API calls</a></li>
<li><a href="https://bitbucket.org/greenberet/dotfiles">Vim/tmux/zsh config</a></li>
</ul>
</h5>
</p>
<div class="navbar-text pull-left">
<a href="mailto:sviyer@cs.washington.edu"><i class="fa fa-envelope-square fa-3x"></i></a>
<a href="https://www.facebook.com/srinivasan.iyer.94"><i class="fa fa-facebook-square fa-3x"></i></a>
<a href="https://www.linkedin.com/profile/view?id=170700051&trk=nav_responsive_tab_profile_pic"><i class="fa fa-linkedin-square fa-3x"></i></a>
</div>
</h5>
</p>
</address>
</div>
<div class="col-md-6">
<div class="jumbotron">
<h1> Srinivasan Iyer </h1>
<p>
Hi, I'm Srini and I'm a Research Scientist in Facebook AI Research, interested in a broad range of areas within NLP
viz. language modeling, explainability, summarization, generation, and question answering.
I received my PhD in Computer Science from the <a href="https://www.cs.washington.edu/research/nlp">NLP group</a>
at the <a href="http://www.cs.washington.edu/">University of Washington</a>, Seattle.
I was advised by <a href="http://homes.cs.washington.edu/~lsz/">Luke Zettlemoyer</a> and
<a href="http://homes.cs.washington.edu/~akcheung/">Alvin Cheung</a>.
My thesis was related to joint modeling of natural language (NL) and
general purpose source code, by learning from vast amounts of web data.
<!--
I am excited about using NL to code models to 1) help programmers write efficient and readable code quickly,
and, 2) help users interact with computer programs/databases/voice assistants. I've done internships at FAIR (2018) and AI2 (2017).
-->
</p>
<p>
Before grad school, I worked briefly at Facebook in the Ads Ranking and Optimization team.
</p>
<p>
I have a Masters degree in Computer Science from Stanford University where I worked on BioInformatics and Theoretical CS.
</p>
<p>
I enjoy summiting peaks, traveling to national parks, and <a href="https://www.instagram.com/photoberet/">photography</a>.
</p>
<!--
<p>
+UPDATE - I have graduated from UW and am now a Research Scientist in the NLP group at Facebook AI Research, and am located in Seattle.
</p>
-->
<a name="publications"></a>
For my latest publications, please visit my <a href="https://scholar.google.com/citations?hl=en&user=jNjde2wAAAAJ&view_op=list_works&sortby=pubdate">Google Scholar</a> page.
<h3>Older Publications</h3>
<h5>natural language processing</h5>
<div class="gsc_a_t">
<a href="thesis.pdf" class="gsc_a_at">Learning to Map Natural Language to General Purpose Source Code
</a>
<div class="gs_gray">Srinivasan Iyer</div>
<div class="gs_gray">PhD Dissertation, University of Washington, 2019.</div>
</div>
<br>
<div class="gsc_a_t">
<a href="https://www.aclweb.org/anthology/D19-1546.pdf" class="gsc_a_at">JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation
</a>
<div class="gs_gray">Rajas Agashe, Srinivasan Iyer, Luke Zettlemoyer</div>
<div class="gs_gray">EMNLP 2019 (Long Paper).</div>
<a href="https://github.com/rajasagashe/JuICe">CODE</a>
<a href="https://github.com/sriniiyer/sriniiyer.github.io/blob/master/juice_poster.pdf">POSTER</a>
</div>
<br>
<div class="gsc_a_t">
<a href="https://www.aclweb.org/anthology/D19-1545.pdf" class="gsc_a_at">Learning Programmatic Idioms for Scalable Semantic Parsing</a>
<div class="gs_gray">Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer</div>
<div class="gs_gray">EMNLP 2019 (Long Paper).</div>
<a href="https://github.com/sriniiyer/idioms">CODE</a>
<a href="https://github.com/sriniiyer/sriniiyer.github.io/blob/master/idioms_poster.pdf">POSTER</a>
</div>
<br>
<div class="gsc_a_t">
<a href="https://neuralgen.io" class="gsc_a_at">NeuralGen 2019: Workshop on Methods for Optimizing and Evaluating Neural Language Generation</a>
<div class="gs_gray">Antoine Bosselut, Marjan Ghazvininejad, Srinivasan Iyer, Urvashi Khandelwal, Hannah Rashkin, Asli Celikyilmaz, and Thomas Wolf</div>
<div class="gs_gray">NAACL, 2019.</div>
<a href="https://neuralgen.io/index.html">SLIDES</a>
<!--
<a href="https://github.com/sriniiyer/nl2sql">CODE</a>
<a href="https://github.com/sriniiyer/poster.pdf">POSTER</a>
-->
</div>
<br>
<div class="gsc_a_t">
<a href="http://aclweb.org/anthology/D18-1192" class="gsc_a_at">Mapping Language to Code in Programmatic Context</a>
<div class="gs_gray">Srinivasan Iyer, Yannis Konstas, Alvin Cheung, Luke Zettlemoyer</div>
<div class="gs_gray">EMNLP 2018. (Long Paper)</div>
<a href="https://github.com/sriniiyer/concode">CODE</a>
<a href="https://github.com/sriniiyer/concode/blob/master/concode_poster.pdf">POSTER</a>
</div>
<br>
<div class="gsc_a_t">
<a href="https://github.com/allenai/acl2018-semantic-parsing-tutorial/tree/master/slides" class="gsc_a_at">Tutorial: Neural Semantic Parsing</a>
<div class="gs_gray">Matt Gardner, Pradeep Dasigi, Srinivasan Iyer, Alane Suhr, Luke Zettlemoyer</div>
<div class="gs_gray">ACL, 2018.</div>
<a href="https://github.com/allenai/acl2018-semantic-parsing-tutorial">SLIDES</a>
<!--
<a href="https://github.com/sriniiyer/nl2sql">CODE</a>
<a href="https://github.com/sriniiyer/poster.pdf">POSTER</a>
-->
</div>
<br>
<div class="gsc_a_t">
<a href="http://alanesuhr.com/atis.pdf" class="gsc_a_at">Learning to Map Context-Dependent Sentences to Executable Formal Queries</a>
<div class="gs_gray">Alane Suhr, Srinivasan Iyer, and Yoav Artiz</div>
<div class="gs_gray">NAACL, 2018. (Long Paper), <b>Outstanding Paper</b></div>
<a href="https://github.com/lil-lab/atis">CODE</a>
<a href="http://alanesuhr.com/sia2018-slides.pdf">SLIDES</a>
<!--
<a href="https://github.com/sriniiyer/nl2sql">CODE</a>
<a href="https://github.com/sriniiyer/poster.pdf">POSTER</a>
-->
</div>
<br>
<div class="gsc_a_t">
<a href="https://arxiv.org/pdf/1704.08760.pdf" class="gsc_a_at">Learning a Neural Semantic Parser from User Feedback</a>
<div class="gs_gray">Srinivasan Iyer, Yannis Konstas, Alvin Cheung, Jayant Krishnamurthy, Luke Zettlemoyer</div>
<div class="gs_gray">ACL, 2017. (Long Paper)</div>
<a href="https://github.com/sriniiyer/nl2sql">CODE</a>
<!--
<a href="https://github.com/sriniiyer/poster.pdf">POSTER</a>
-->
</div><br>
<div class="gsc_a_t">
<a href="https://arxiv.org/pdf/1704.08381.pdf" class="gsc_a_at">Neural AMR: Sequence-to-Sequence Models for Parsing and Generation</a>
<div class="gs_gray">Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi and Luke Zettlemoyer</div>
<div class="gs_gray">ACL, 2017. (Long Paper)</div>
<a href="https://github.com/sinantie/NeuralAmr">CODE</a>
<!--
<a href="https://github.com/sriniiyer/codenn">CODE</a>
<a href="https://github.com/sriniiyer/poster.pdf">POSTER</a>
-->
</div><br>
<div class="gsc_a_t">
<a href="http://www.aclweb.org/anthology/P16-1195" class="gsc_a_at">Summarizing Source Code using a Neural Attention Model</a>
<div class="gs_gray">Srinivasan Iyer, Yannis Konstas, Alvin Cheung, Luke Zettlemoyer</div>
<div class="gs_gray">ACL, 2016 (Long Paper)</div>
<a href="https://github.com/sriniiyer/codenn">CODE</a>
<a href="https://github.com/sriniiyer/codenn/blob/master/poster.pdf">POSTER</a>
</div><br>
<h5>bioinformatics</h5>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:2osOgNQ5qMEC" class="gsc_a_at">Pharmacovigilance using clinical notes</a>
<div class="gs_gray">Paea LePendu, Srinivasan V Iyer, Anna Bauer-Mehren, Rave Harpaz, Jonathan M Mortensen, Tanya Podchiyska, Todd A Ferris, Nigam H Shah</div>
<div class="gs_gray">Clinical pharmacology & therapeutics 93 (6), 547-555<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:u5HHmVD_uO8C" class="gsc_a_at">Annotation Analysis for Testing Drug Safety Signals using Unstructured Clinical Notes.</a>
<div class="gs_gray">P LePendu, S Iyer, C Fairon, NH Shah</div>
<div class="gs_gray">J. Biomedical Semantics 3 (S-1), S5<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:u-x6o8ySG0sC" class="gsc_a_at">Using temporal patterns in medical records to discern adverse drug events from indications</a>
<div class="gs_gray">Y Liu, P LePendu, S Iyer, NH Shah</div>
<div class="gs_gray">AMIA Summits on Translational Science proceedings 2012, 47<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:YsMSGLbcyi4C" class="gsc_a_at">Practice-based evidence: profiling the safety of cilostazol by text-mining of clinical notes</a>
<div class="gs_gray">NJ Leeper, A Bauer-Mehren, SV Iyer, P LePendu, C Olson, NH Shah</div>
<div class="gs_gray">PloS one 8 (5), e63499<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:ufrVoPGSRksC" class="gsc_a_at">Mining clinical text for signals of adverse drug-drug interactions</a>
<div class="gs_gray">SV Iyer, R Harpaz, P LePendu, A Bauer-Mehren, NH Shah</div>
<div class="gs_gray">Journal of the American Medical Informatics Association 21 (2), 353-362<span class="gs_oph">, 2014</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:WF5omc3nYNoC" class="gsc_a_at">Identifying phenotypic signatures of neuropsychiatric disorders from electronic medical records</a>
<div class="gs_gray">S Lyalina, B Percha, P LePendu, SV Iyer, RB Altman, NH Shah</div>
<div class="gs_gray">Journal of the American Medical Informatics Association, amiajnl-2013-001933<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:UebtZRa9Y70C" class="gsc_a_at">Automated detection of off-label drug use</a>
<div class="gs_gray">K Jung, P LePendu, WS Chen, SV Iyer, B Readhead, JT Dudley, NH Shah</div>
<div class="gs_gray">PloS one 9 (2), e89324<span class="gs_oph">, 2014</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:d1gkVwhDpl0C" class="gsc_a_at">Analyzing patterns of drug use in clinical notes for patient safety</a>
<div class="gs_gray">P LePendu, Y Liu, S Iyer, MR Udell, NH Shah</div>
<div class="gs_gray">AMIA Summits on Translational Science Proceedings 2012, 63<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:roLk4NBRz8UC" class="gsc_a_at">Profiling risk factors for chronic uveitis in juvenile idiopathic arthritis: a new model for EHR-based research</a>
<div class="gs_gray">TS Cole, J Frankovich, S Iyer, P LePendu, A Bauer-Mehren, NH Shah</div>
<div class="gs_gray">Pediatr Rheumatol Online J 11 (1), 45<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:Se3iqnhoufwC" class="gsc_a_at">Network analysis of unstructured EHR data for clinical research</a>
<div class="gs_gray">A Bauer-Mehren, P LePendu, SV Iyer, R Harpaz, NJ Leeper, NH Shah</div>
<div class="gs_gray">AMIA Summits on Translational Science Proceedings 2013, 14<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:_FxGoFyzp5QC" class="gsc_a_at">Learning Signals of Adverse Drug-Drug Interactions from the Unstructured Text of Electronic Health Records</a>
<div class="gs_gray">SV Iyer, P LePendu, R Harpaz, A Bauer-Mehren, NH Shah</div>
<div class="gs_gray">AMIA Summits on Translational Science Proceedings 2013, 83<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:zYLM7Y9cAGgC" class="gsc_a_at">Case studies in making sense of clinical text</a>
<div class="gs_gray">P LePendu, A Bauer-Mehren, K Jung, T Cole, J Mortensen, SV Iyer, NH Shah</div>
<div class="gs_gray">Proceedings of BioLINK SIG 2013, 48-51<span class="gs_oph">, 2013</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:8k81kl-MbHgC" class="gsc_a_at">Functional evaluation of out-of-the-box text-mining tools for data-mining tasks</a>
<div class="gs_gray">K Jung, P LePendu, S Iyer, A Bauer-Mehren, B Percha, NH Shah</div>
<div class="gs_gray">Journal of the American Medical Informatics Association, amiajnl-2014-002902<span class="gs_oph">, 2014</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:5nxA0vEk-isC" class="gsc_a_at">Toward personalizing treatment for depression: predicting diagnosis and severity</a>
<div class="gs_gray">SH Huang, P LePendu, SV Iyer, M Tai-Seale, D Carrell, NH Shah</div>
<div class="gs_gray">Journal of the American Medical Informatics Association, amiajnl-2014-002733<span class="gs_oph">, 2014</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:Tyk-4Ss8FVUC" class="gsc_a_at">Pharmacovigilance using Clinical Text</a>
<div class="gs_gray">P LePendu, SV Iyer, A Bauer-Mehren, R Harpaz, YT Ghebremariam, JP Cooke, NH Shah</div>
<div class="gs_gray">AMIA Joint Summits on Translational Science proceedings AMIA Summit on ...<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:0EnyYjriUFMC" class="gsc_a_at">Analyzing Unstructured Clinical Notes for Phase IV Drug Safety Surveillance</a>
<div class="gs_gray">P LePendu, A Bauer-Mehren, S Iyer, NH Shah</div>
<div class="gs_gray">Circulation 126 (21 Supplement), A15727<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:W7OEmFMy1HYC" class="gsc_a_at">Method and System for Ontology Based Analytics</a>
<div class="gs_gray">N Shah, P LePendu, S Iyer</div>
<div class="gs_gray">US Patent App. 13/424,376<span class="gs_oph">, 2012</span></div>
</div><br>
<div class="gsc_a_t">
<a href="https://scholar.google.com/citations?view_op=view_citation&hl=en&user=jNjde2wAAAAJ&citation_for_view=jNjde2wAAAAJ:hqOjcs7Dif8C" class="gsc_a_at">Predictive Models in Mental Health: From Diagnosis to Treatment</a>
<div class="gs_gray">SH Huang, P LePendu, SV Iyer, M Tai-Seale, D Carrell, NH Shah</div>
<div class="gs_gray"></div>
</div><br>
<h3>teaching</h3>
<a name="teaching"></a>
<a href="https://courses.cs.washington.edu/courses/cse344/14au/">CSE 344: Introduction to Data Management</a><br>
<div style="font-size: 10px;">Fall 2014, University of Washington</div>
<br>
<a href="">CSE 517P: Natural Language Processing</a><br>
<div style="font-size: 10px;">Fall 2018, University of Washington</div>
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