Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations by Wilcox, Ethan, Levy, Roger P, Futrell, Richard

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Leveraging Past References for Robust Language Grounding by Roy, Subhro, Noseworthy, Michael, Paul, Rohan, Park, Daehyung, Roy, Nicholas

“…© 2019 Association for Computational Linguistics. Grounding referring expressions to objects in an environment has traditionally been considered a one-off, ahistorical task. …”
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Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers by Fisch, Adam, Guo, Jiang, Barzilay, Regina

“…© 2019 Association for Computational Linguistics This paper explores the task of leveraging typology in the context of cross-lingual dependency parsing. …”
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Linking artificial and human neural representations of language by Gauthier, Jon, Levy, Roger

“…© 2019 Association for Computational Linguistics What information from an act of sentence understanding is robustly represented in the human brain? …”
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Reading Between the Lines: Learning to Map High-level Instructions to Commands by Branavan, Satchuthanan R., Zettlemoyer, Luke S., Barzilay, Regina

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Syntactic dependencies correspond to word pairs with high mutual information by Futrell, Richard, Qian, Peng, Gibson, Edward A, Fedorenko, Evelina G, Blank, Idan

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MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text by O’Gorman, Tim, Jensen, Zach, Mysore, Sheshera, Huang, Kevin, Mahbub, Rubayyat, Olivetti, Elsa, McCallum, Andrew

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Evaluating Universal Dependency Parser Recovery of Predicate Argument Structure via CompChain Analysis by Indurkhya, Sagar, Yankama, Beracah, Berwick, Robert C

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Experience Grounds Language by Bisk, Yonatan, Holtzman, Ari, Thomason, Jesse, Andreas, Jacob, Bengio, Yoshua, Chai, Joyce, Lapata, Mirella, Lazaridou, Angeliki, May, Jonathan, Nisnevich, Aleksandr, Pinto, Nicolas, Turian, Joseph

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CapWAP: Image Captioning with a Purpose by Fisch, Adam, Lee, Kenton, Chang, Ming-Wei, Clark, Jonathan, Barzilay, Regina

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Human-centric dialog training via offline reinforcement learning by Jaques, Natasha, Shen, Judy Hanwen, Ghandeharioun, Asma, Ferguson, Craig, Lapedriza, Agata, Jones, Noah, Gu, Shixiang, Picard, Rosalind W.

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Assessing Group-level Gender Bias in Professional Evaluations: The Case of Medical Student End-of-Shift Feedback by Liu, Emmy, Tessler, Michael Henry, Dubosh, Nicole, Hiller, Katherine, Levy, Roger

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Randomized greedy inference for joint segmentation, POS tagging and dependency parsing by Zhang, Yuan, Li, Chengtao, Barzilay, Regina, Darwish, Kareem

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Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control by Yu, Mo, Chang, Shiyu, Zhang, Yang, Jaakkola, Tommi S

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Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games by Shen, Judy Hanwen, Hofer, Matthias, Felbo, Bjarke, Levy, Roger

“…© 2018 Association for Computational Linguistics. Simple reference games (Wittgenstein, 1953) are of central theoretical and empirical importance in the study of situated language use. …”
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Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study by An, Aixiu, Qian, Peng, Wilcox, Ethan, Levy, Roger

“…© 2019 Association for Computational Linguistics Neural language models have achieved state-of-the-art performances on many NLP tasks, and recently have been shown to learn a number of hierarchically-sensitive syntactic dependencies between individual words. …”
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Towards Debiasing Fact Verification Models by Schuster, Tal, Shah, Darsh J, Yeo, Yun Jie Serene, Filizzola, Daniel, Santus, Enrico, Barzilay, Regina

“…© 2019 Association for Computational Linguistics Fact verification requires validating a claim in the context of evidence. …”
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On dual decomposition and linear programming relaxations for natural language processing by Rush, Alexander Matthew, Sontag, David Alexander, Collins, Michael, Jaakkola, Tommi S.

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Event discovery in social media feeds by Benson, Edward Oscar, Haghighi, Aria, Barzilay, Regina

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Content models with attitude by Sauper, Christina Joan, Haghighi, Aria, Barzilay, Regina

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