Publications - gabrielstanovsky.github.io

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color: #2020131; font-family: Nunito, sans-serif; } h3 { font-size: 20px; } h2 { font-size: 22px; } h1 { font-size: 24px; } </style> </head> <div id="main">   <br /> <h3 id="2024-ref">2024</h3>   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2406.00787" target="_blank">Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Bar Iluz, Yanai Elazar, Asaf Yehudai, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2305.14336" target="_blank">Schema-Driven Information Extraction from Heterogeneous Tables</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Fan Bai, Junmo Kang, <b>Gabriel Stanovsky</b>, Dayne Freitag, Mark Dredze, Alan Ritter</font></i> <br /> <font style="font-size:15px"> EMNLP Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2401.00595" target="_blank">State of What Art? A Call for Multi-Prompt LLM Evaluation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Moran Mizrahi, Guy Kaplan, Dan Malkin, Rotem Dror, Dafna Shahaf, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> TACL (@ ACL) </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/SLAB-NLP/Multi-Prompt-LLM-Evaluation" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2308.00225.pdf" target="_blank">Instructed to Bias: Instruction-Tuned Language Models Exhibit Emergent Cognitive Bias</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Itay Itzhak, <b>Gabriel Stanovsky</b>, Nir Rosenfeld, Yonatan Belinkov</font></i> <br /> <font style="font-size:15px"> TACL (@ ACL) </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/itay1itzhak/InstructedToBias" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2402.13906" target="_blank">Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Gili Lior, Yoav Goldberg, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> ACL Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/SLAB-NLP/Doc-Structure-Parser" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2401.14493" target="_blank">K-QA: A Real-World Medical Q&A Benchmark</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Itay Manes, Naama Ronn, David Cohen, Ran Ilan Ber, Zehavi Horowitz-Kugler, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> BioNLP Workshop </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/Itaymanes/K-QA" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://github.com/borgr/tutEval/blob/main/LREC24%20Evaluation%20Tutorial.pdf" target="_blank">Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Leshem Choshen, Ariel Gera, Yotam Perlitz, Michal Shmueli-Scheuer, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> Tutorial at LREC-COLING </font><br />  <a href="https://github.com/borgr/tutEval/blob/main/LREC24%20Evaluation%20Tutorial.pdf" target="_blank"><span class="label label-success">SLIDES</span></a> <a href="https://aclanthology.org/2024.lrec-tutorials.4/" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2403.00499" target="_blank">Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Ariel Goldstein, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> ACL Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br /> <h3 id="2023-ref">2023</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2303.07274" target="_blank">WHOOPS! A Vision-and-Language Commonsense Benchmark of Heterogeneous Objects and Situations</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Nitzan Bitton-Guetta*, Yonatan Bitton*, Jack Hessel, Ludwig Schmidt, Yuval Elovici, <b>Gabriel Stanovsky</b>, Roy Schwartz</font></i> <br /> <font style="font-size:15px"> ICCV </font><br />  <a href="https://whoops-benchmark.github.io/" target="_blank"><span class="label label-success">PROJECT</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2302.08464.pdf" target="_blank">Evaluating and Improving the Coreference Capabilities of Machine Translation Models</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Asaf Yehudai, Arie Cattan, Omri Abend, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> EACL </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2305.15389" target="_blank">Comparing Humans and Models on a Similar Scale: Towards Cognitive Gender Bias Evaluation in Coreference Resolution</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Gili Lior and <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> CogSci </font><br />  <a href="https://github.com/SLAB-NLP/Cog-GB-Eval" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://aclanthology.org/2023.ijcnlp-main.57.pdf" target="_blank">Exploring the Impact of Training Data Distribution and Subword Tokenization on Gender Bias in Machine Translation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Bar Iluz, Tomasz Limisiewicz, <b>Gabriel Stanovsky</b>, David Mare膷ek</font></i> <br /> <font style="font-size:15px"> AACL </font><br />  <a href="https://github.com/tomlimi/MTTokenizer-Bias" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2212.04542.pdf" target="_blank">VASR: Visual Analogies of Situation Recognition</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Yonatan Bitton, Ron Yosef, Eli Strugo, Dafna Shahaf, Roy Schwartz, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> AAAI </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://aclanthology.org/2023.sigtyp-1.1.pdf" target="_blank">You Can Have Your Data and Balance It Too: Towards Balanced and Efficient Multilingual Models</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Tomasz Limisiewicz, Dan Malkin and <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> SIGTYP </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2305.05302.pdf" target="_blank">The Perfect Victim: Computational Analysis of Judicial Attitudes towards Victims of Sexual Violence</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Eliya Habba, Renana Keydar, Dan Bareket, and <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> ICAIL </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2302.04811.pdf" target="_blank">A Large-Scale Multilingual Study of Visual Constraints on Linguistic Selection of Descriptions</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Uri Berger, Lea Frermann, <b>Gabriel Stanovsky</b>, Omri Abend</font></i> <br /> <font style="font-size:15px"> EACL Findings </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2306.01058" target="_blank">Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Catherine Chen, Zejiang Shen, Dan Klein, <b>Gabriel Stanovsky</b>, Doug Downey, Kyle Lo</font></i> <br /> <font style="font-size:15px"> ACL Findings </font><br />  </header>    <br /> <h3 id="2022-ref">2022</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2207.12576" target="_blank">Winogavil: Gamified association benchmark to challenge vision-and-language models</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b><font color="purple">馃帀 Selected as Featured Presentation </font></b><br />Yonatan Bitton, Nitzan Bitton Guetta, Ron Yosef, Yuval Elovici, Mohit Bansal, <b>Gabriel Stanovsky</b>, Roy Schwartz</font></i> <br /> <font style="font-size:15px"> NeurIPS Datasets and Benchmarks </font><br />  </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2210.13039.pdf" target="_blank">Covid vaccine is against Covid but Oxford vaccine is made at Oxford! Semantic Interpretation of Proper Noun Compounds</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Keshav Kolluru, <b>Gabriel Stanovsky</b>, Mausam</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2101.06561" target="_blank">GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Daniel Khashabi, <b>Gabriel Stanovsky</b>, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld <br />Media coverage:<b><a href="https://venturebeat.com/2021/01/20/allen-institute-launches-genie-a-leaderboard-for-human-in-the-loop-language-model-benchmarking/" target="_blank"> VentureBeat</a></b></font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="https://genie.apps.allenai.org/" target="_blank"><span class="label label-success">PROJECT</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2205.05974" target="_blank">A Computational Acquisition Model for Multimodal Word Categorization</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Uri Berger, <b>Gabriel Stanovsky</b>, Omri Abend, Lea Frermann</font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2205.04086" target="_blank">A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b><font color="purple">馃帀 Won an Outstanding Paper Award </font></b><br />Dan Malkin, Tomasz Limisiewicz, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2204.12708" target="_blank">On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Roy Schwartz, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> NAACL Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br /> <h3 id="2021-ref">2021</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2110.12383" target="_blank">Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Mohr Wenger, Tom Kalir, Noga Berger, Carmit Chalamish, Renana Keydar, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> NLLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2109.04513.pdf" target="_blank">Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Koren Lazar, Benny Saret, Asaf Yehudai, Wayne Horowitz, Nathan Wasserman, <b>Gabriel Stanovsky</b><br />Media coverage:<b><a href="https://www.dailymail.co.uk/sciencetech/article-10002605/An-AI-program-predict-missing-words-4-500-year-old-Mesopotamian-cuneiform-tablets.html" target="_blank"> Daily Mail</a></b>, <b><a href="https://www.newscientist.com/article/2290324-ancient-mesopotamian-cuneiform-tablets-could-be-decoded-by-an-ai/#:~:text=Ancient%20Mesopotamian%20cuneiform%20tablets%20could%20be%20decoded%20by%20an%20AI,-Technology%2016%20September&text=Clay%20tablets%20inscribed%20with%20text,2500%20BC%20and%20100%20AD." target="_blank"> NewScientist</a></b></font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/slab-nlp/akk" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2109.02040" target="_blank">Data Efficient Masked Language Modeling for Vision and Language</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Yonatan Bitton, <b>Gabriel Stanovsky</b>, Michael Elhadad, Roy Schwartz</font></i> <br /> <font style="font-size:15px"> EMNLP Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/yonatanbitton/data_efficient_masked_language_modeling_for_vision_and_language" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2109.03858" target="_blank">Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Shahar Levy, Koren Lazar, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> EMNLP Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/slab-nlp/bug" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2106.04192" target="_blank">Realistic Evaluation Principles for Cross-document Coreference Resolution</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Arie Cattan, Alon Eirew, <b>Gabriel Stanovsky</b>, Mandar Joshi and Ido Dagan</font></i> <br /> <font style="font-size:15px"> STARSEM </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/ariecattan/coref" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2106.01210.pdf" target="_blank">Cross-document Coreference Resolution over Predicted Mentions</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Arie Cattan, Alon Eirew, <b>Gabriel Stanovsky</b>, Mandar Joshi and Ido Dagan</font></i> <br /> <font style="font-size:15px"> ACL Findings </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/ariecattan/coref" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="http://arxiv.org/abs/2103.09591" target="_blank">Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Yonatan Bitton, <b>Gabriel Stanovsky</b>, Roy Schwartz, Michael Elhadad</font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/yonatanbitton/AutoGenOfContrastSetsFromSceneGraphs" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2101.10244" target="_blank">Process-Level Representation of Scientific Protocols with Interactive Annotation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Ronen Tamari, Fan Bai, Alan Ritter, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> EACL </font><br />  <a href="https://textlabs.github.io/" target="_blank"><span class="label label-success">PROJECT</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/1906.07883" target="_blank">Gender Trends in Computer Science Authorship</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Lucy Lu Wang, <b>Gabriel Stanovsky</b>, Luca Weihs, Oren Etzioni</font></i> <br /> <font style="font-size:15px"> Communications of the ACM <br />Media coverage:<b><a href="https://www.nytimes.com/2019/06/21/technology/gender-gap-tech-computer-science.html" target="_blank"> New York Times</a></b>, <b><a href="https://www.sciencemag.org/news/2019/06/it-could-take-118-years-female-computer-scientists-match-publishing-rates-male" target="_blank">Science</a></b>, <b><a href="https://www.axios.com/gender-inequality-computer-science-research-5440357b-6c13-4411-a373-1d3d771dfefc.html" target="_blank">AXIOS</a></b>, <b><a href="https://www.geekwire.com/2019/study-studies-suggests-men-will-still-prevail-computer-science-2100/" target="_blank">GeekWire</a></b> </font><br />  <a href="/assets/papers/gender/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2020-ref">2020</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2010.06018.pdf" target="_blank">Gender Coreference and Bias Evaluation at WMT</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Tom Kocmi, Tomasz Limisiewicz, <b>Gabriel Stanovsky</b></font></i> <br /> <font style="font-size:15px"> Conference on Machine Translation (WMT20) </font><br />  <a href="https://github.com/gabrielStanovsky/mt_gender" target="_blank"><span class="label label-primary">CODE</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/2010.03636.pdf" target="_blank">MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Anthony Chen, <b>Gabriel Stanovsky</b>, Sameer Singh, Matt Gardner</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="https://allennlp.org/mocha" target="_blank"><span class="label label-success">PROJECT-PAGE</span></a> <a href="data:application/octet-stream;charset=utf-16le;base64,QGFydGljbGV7Q2hlbjIwMjBNT0NIQUFELAogIHRpdGxlPXtNT0NIQTogQSBEYXRhc2V0IGZvciBUcmFpbmluZyBhbmQgRXZhbHVhdGluZyBHZW5lcmF0aXZlIFJlYWRpbmcgQ29tcHJlaGVuc2lvbiBNZXRyaWNzfSwKICBhdXRob3I9e0FudGhvbnkgQ2hlbiBhbmQgR2FicmllbCBTdGFub3Zza3kgYW5kIFMuIFNpbmdoIGFuZCBNYXR0IEdhcmRuZXJ9LAogIGpvdXJuYWw9e0FyWGl2fSwKICB5ZWFyPXsyMDIwfSwKICB2b2x1bWU9e2Ficy8yMDEwLjAzNjM2fQp9" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="http://arxiv.org/abs/2004.07453" target="_blank">The Right Tool for the Job: Matching Model and Instance Complexities</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Roy Schwartz, <b>Gabriel Stanovsky</b>, Swabha Swayamdipta, Jesse Dodge, Noah Smith</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://github.com/allenai/sledgehammer" target="_blank"><span class="label label-primary">CODE</span></a> <a href="https://slideslive.com/38929251/the-right-tool-for-the-job-matching-model-and-instance-complexities" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/sledgehammer/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/1911.03243" target="_blank">Crowdsourcing a High-Quality Gold Standard for QA-SRL</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Paul Roit, Ayal Klein, Daniela Stepanov, Jonathan Mamou, Julian Michael, <b>Gabriel Stanovsky</b>, Luke Zettlemoyer, Ido Dagan</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://slideslive.com/38929025/controlled-crowdsourcing-for-highquality-qasrl-annotation" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/acl-gs/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2004.13671" target="_blank">Active Learning for Coreference Resolution using Discrete Annotation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Belinda Li, <b>Gabriel Stanovsky</b>, Luke Zettlemoyer</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://belindal.github.io/timing_experiments" target="_blank"><span class="label label-success">Annotation-interface</span></a> <a href="https://github.com/belindal/discrete-active-learning-coref" target="_blank"><span class="label label-primary">CODE</span></a> <a href="https://slideslive.com/38928722/active-learning-for-coreference-resolution-using-discrete-selection" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/acl-coref/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/abs/2003.04567" target="_blank">Ecological Semantics: Programming Environments for Situated Language Understanding</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Ronen Tamari, <b>Gabriel Stanovsky</b>, Dafna Shahaf, Reut Tsarfaty</font></i> <br /> <font style="font-size:15px"> BAICS workshop at ICLR2020 </font><br />  <a href="https://eco-sem.github.io/" target="_blank"><span class="label label-success">DEMO</span></a> <a href="https://baicsworkshop.github.io/program/baics_25.html" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/eco-sem/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2019-ref">2019</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/1906.00591.pdf" target="_blank">Evaluating Gender Bias in Machine Translation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b><font color="purple">馃帀 Nominated for Best Paper award (top 1% of submissions)</font></b><br /><b>Gabriel Stanovsky</b>, Noah Smith, Luke Zettlemoyer</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://link.medium.com/83DZenVKeX" target="_blank"><span class="label label-success">BLOG</span></a> <a href="https://github.com/gabrielStanovsky/mt_gender" target="_blank"><span class="label label-primary">CODE</span></a> <a href="http://www.livecongress.it/aol/indexSA.php?id=D597ED0C&ticket=" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/acl19/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/acl19/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/acl19/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://www.aclweb.org/anthology/S19-2153" target="_blank">SemEval-2019 Task 10 - Math Question Answering</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Mark Hopkins, Ronan Le Bras, Cristian Petrescu-Prahova, <b>Gabriel Stanovsky</b>, Hannaneh Hajishirzi, Rik Koncel-Kedziorski</font></i> <br /> <font style="font-size:15px"> SemEval </font><br />  <a href="https://competitions.codalab.org/competitions/20013" target="_blank"><span class="label label-success">CodaLab</span></a> <a href="/assets/papers/semeval2019/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://www.semanticscholar.org/paper/DROP%3A-A-Reading-Comprehension-Benchmark-Requiring-Dua-Wang/248352852f5baa2ef333077c6084a618cb1ea0fd" target="_blank">DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Dheeru Dua, Yizhong Wang, Pradeep Dasigi, <b>Gabriel Stanovsky</b>, Sameer Singh and Matt Gardner</font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="https://allennlp.org/drop" target="_blank"><span class="label label-success">PROJECT</span></a> <a href="/assets/papers/naacl19/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/1910.11966.pdf" target="_blank">Y鈥檃ll should read this! Identifying Plurality in Second-Person Personal Pronouns in English Texts</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Ronen Tamari</font></i> <br /> <font style="font-size:15px"> Workshop on Noisy User-generated Text (W-NUT), EMNLP workshop </font><br />  <a href="https://github.com/gabrielStanovsky/yall" target="_blank"><span class="label label-success">DATA</span></a> <a href="/assets/papers/wnut2019/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/wnut2019/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/qa-eval/paper.pdf" target="_blank">Evaluating Question Answering Evaluation</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b><font color="purple">馃帀 Won the Best Paper award</font></b><br />Anthony Chen, <b>Gabriel Stanovsky</b>, Sameer Singh and Matt Gardner</font></i> <br /> <font style="font-size:15px"> Machine Reading for Question Answering (MRQA), EMNLP workshop </font><br />  <a href="/assets/papers/qa-eval/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://arxiv.org/pdf/1910.02228.pdf" target="_blank">On the Limits of Learning to Actively Learn Semantic Representations</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b><font color="purple">馃帀 Honorable mention for best paper</font></b><br />Omri Koshorek, <b>Gabriel Stanovsky</b>, Yichu Zhou, Vivek Srikumar and Jonathan Berant</font></i> <br /> <font style="font-size:15px"> CoNLL </font><br />  <a href="/assets/papers/conll2019/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2018-ref">2018</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/emnlp18odd/paper.pdf" target="_blank">Spot the Odd Man Out; Exploring the Associative Power of Lexical Resources</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Mark Hopkins</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/gabrielStanovsky/odd-man-out" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/emnlp18odd/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/emnlp18odd/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/emnlp18safl/paper.pdf" target="_blank">Semantics as a Foreign Language</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Ido Dagan</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://vimeo.com/306045906" target="_blank"><span class="label label-warning">TALK</span></a> <a href="/assets/papers/emnlp18safl/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/emnlp18safl/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/naacl18long/paper.pdf" target="_blank">Supervised Open Information Extraction</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Julian Michael, Luke Zettlemoyer, Ido Dagan</font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="http://demo.allennlp.org/open-information-extraction" target="_blank"><span class="label label-success">DEMO</span></a> <a href="https://github.com/gabrielStanovsky/supervised-oie" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/naacl18long/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/naacl18long/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/naacl18short/paper.pdf" target="_blank">Crowdsourcing Question-Answer Meaning Representations</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Julian Michael, <b>Gabriel Stanovsky</b>, Luheng He, Ido Dagan, Luke Zettlemoyer</font></i> <br /> <font style="font-size:15px"> NAACL </font><br />  <a href="https://github.com/uwnlp/qamr/tree/master/data" target="_blank"><span class="label label-success">DATA</span></a> <a href="https://github.com/uwnlp/qamr/" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/naacl18short/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2017-ref">2017</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/acl17/paper.pdf" target="_blank">Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Judith Eckle-Kohler, Yevgeniy Puzikov, Ido Dagan and Iryna Gurevych</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="http://u.cs.biu.ac.il/~stanovg/factuality.html" target="_blank"><span class="label label-success">DEMO</span></a> <a href="https://github.com/gabrielStanovsky/unified-factuality" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/acl17/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/acl17/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/acl17/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/starsem17/paper.pdf" target="_blank">Acquiring Predicate Paraphrases from News Tweets</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Vered Shwartz, <b>Gabriel Stanovsky</b>, and Ido Dagan</font></i> <br /> <font style="font-size:15px"> STARSEM </font><br />  <a href="https://github.com/vered1986/Chirps" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/starsem17/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/lsdsem17/paper.pdf" target="_blank">A Consolidated Open Knowledge Representation for Multiple Texts</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Rachel Wities, Vered Shwartz, <b>Gabriel Stanovsky</b>, Meni Adler, Ori Shapira, Shyam Upadhyay, Dan Roth, Eugenio Martinez Camara, Iryna Gurevych, Ido Dagan</font></i> <br /> <font style="font-size:15px"> EACL, LSDSem Workshop </font><br />  <a href="NONE" target="_blank"><span class="label label-success"></span></a> <a href="https://github.com/vered1986/OKR" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/lsdsem17/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/lsdsem17/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/lsdsem17/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/eacl17a/paper.pdf" target="_blank">Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Daniel Gruhl, Pablo N. Mendes</font></i> <br /> <font style="font-size:15px"> EACL </font><br />  <a href="https://github.com/gabrielStanovsky/CADEC-for-NLP" target="_blank"><span class="label label-success">DATA</span></a> <a href="/assets/papers/eacl17a/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/eacl17a/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/eacl17a/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2016-ref">2016</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://www.ukp.tu-darmstadt.de/fileadmin/user_upload/Group_UKP/publikationen/2016/2016_COLING_intersection_cameraReady.pdf" target="_blank">Modeling Extractive Sentence Intersection via Subtree Entailment</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Omer Levy, Ido Dagan, <b>Gabriel Stanovsky</b>, Judith Eckle-Kohler, Iryna Gurevych</font></i> <br /> <font style="font-size:15px"> COLING </font><br />  <a href="https://bitbucket.org/omerlevy/extractive_intersection/" target="_blank"><span class="label label-primary">CODE</span></a> <a href="https://www.ukp.tu-darmstadt.de/publications/details/?no_cache=1&tx_bibtex_pi1%5Bpub_id%5D=TUD-CS-2016-1448&type=99&tx_bibtex_pi1%5Bbibtex%5D=yes" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/emnlp16a/paper.pdf" target="_blank">Creating a Large Benchmark for Open Information Extraction</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Ido Dagan</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="https://github.com/gabrielStanovsky/oie-benchmark" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/emnlp16a/slides.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/emnlp16a/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="https://www.ukp.tu-darmstadt.de/fileadmin/user_upload/Group_UKP/publikationen/2016/EMNLP_2016_PropsDE_cr.pdf" target="_blank">Porting an Open Information Extraction System from English to German</a> </font> <br /> <i><font style="color:DimGray;font-size:15px">Tobias Falke, <b>Gabriel Stanovsky</b>, Iryna Gurevych, Ido Dagan</font></i> <br /> <font style="font-size:15px"> EMNLP </font><br />  <a href="http://u.cs.biu.ac.il/~stanovg/props.html" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/emnlp2016b/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="https://www.ukp.tu-darmstadt.de/publications/details/?no_cache=1&tx_bibtex_pi1%5Bpub_id%5D=TUD-CS-2016-0181&type=99&tx_bibtex_pi1%5Bbibtex%5D=yes" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/acl16a/paper.pdf" target="_blank">Annotating and Predicting Non-Restrictive Noun Phrase Modifications</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Ido Dagan</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://github.com/gabrielStanovsky/Annotating-Non-Restrictive" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/acl16a/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/acl16a/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/acl16b/paper.pdf" target="_blank">Specifying and Annotating Reduced Argument Span Via QA-SRL</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Meni Adler, Ido Dagan</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="/assets/papers/acl16b/slides.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/acl16b/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="http://arxiv.org/abs/1603.01648" target="_blank">Getting More Out Of Syntax with PropS</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Jessica Ficler, Ido Dagan, Yoav Goldberg</font></i> <br /> <font style="font-size:15px"> arXiv preprint, March </font><br />  <a href="http://u.cs.biu.ac.il/~stanovg/props.html" target="_blank"><span class="label label-primary">CODE</span></a> <a href="/assets/papers/props/presentation.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/props/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2015-ref">2015</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/acl15/paper.pdf" target="_blank">Open IE as an Intermediate Structure for Semantic Tasks</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Ido Dagan, Mausam</font></i> <br /> <font style="font-size:15px"> ACL </font><br />  <a href="https://drive.google.com/open?id=0BzO6LFtgj4OsTDhRR1lqMjlRZFE" target="_blank"><span class="label label-success">OIE-EMBEDDINGS</span></a> <a href="/assets/papers/acl15/slides.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/acl15/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="2014-ref">2014</h3> <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/coling15/paper.pdf" target="_blank">Proposition Knowledge Graphs</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Omer Levy, Ido Dagan</font></i> <br /> <font style="font-size:15px"> COLING, AHA Workshop </font><br />  <a href="/assets/papers/coling15/slides.pdf" target="_blank"><span class="label label-danger">SLIDES</span></a> <a href="/assets/papers/coling15/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/coling15/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br />   <header> <font style="font-weight:500;font-size:15px"> <a href="/assets/papers/acl14/paper.pdf" target="_blank">Intermediary Semantic Representation Through Proposition Structures</a> </font> <br /> <i><font style="color:DimGray;font-size:15px"><b>Gabriel Stanovsky</b>, Jessica Ficler, Ido Dagan, Yoav Goldberg</font></i> <br /> <font style="font-size:15px"> ACL, Semantic Parsing Workshop </font><br />  <a href="/assets/papers/acl14/poster.pdf" target="_blank"><span class="label label-info">POSTER</span></a> <a href="/assets/papers/acl14/bib.txt" target="_blank"><span class="label label-default">BIB</span></a> </header>    <br /> <h3 id="-ref"></h3> <br /> </div> </section> <footer class="page__meta"> </footer> </div> </article> </div> </div> <div id="footer" class="page__footer"> <footer> <div id="gr_quote_body" style="font-size: 10px;"></div><script src="https://www.goodreads.com/quotes/widget/24306303-gabriel-stanovsky?v=2" type="text/javascript"></script> <font size="1"> </font> <!-- <div class="page__footer-follow"> <ul class="social-icons"> <li><a href="/feed.xml"><i class="fas fa-fw fa-rss-square" aria-hidden="true"></i> Feed</a></li> </ul> </div> <div 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