Evaluating the Ability of LSTMs to Learn Context-Free Grammars by Sennhauser, Luzi, Berwick, Robert C

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emrKBQA: A Clinical Knowledge-Base Question Answering Dataset by Raghavan, Preethi, Liang, Jennifer J, Mahajan, Diwakar, Chandra, Rachita, Szolovits, Peter

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A Dependency Annotation Scheme to Extract Syntactic Features in Indonesian Sentences by Budi Irmawati, Hiroyuki Shindo, Yuji Matsumoto

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Evaluating Richer Features and Varied Machine Learning Models for Subjectivity Classification of Book Review Sentences in Portuguese by Luana Balador Belisário, Luiz Gabriel Ferreira, Thiago Alexandre Salgueiro Pardo

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A Generative Model of Phonotactics by Futrell, Richard Landy Jones, Albright, Adam, Graff, Peter, O’Donnell, Timothy J.

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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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Discourse structure in machine translation evaluation by Joty, Shafiq, Guzmán, Francisco, Màrquez, Lluís, Nakov, Preslav

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Improving spaCy dependency annotation and PoS tagging web service using independent NER services by Nico Colic, Fabio Rinaldi

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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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Acquiring an ontology for a fundamental vocabulary by Bond, Francis, Nichols, Eric, Tanaka, Takaaki, Fujita, Sanae

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