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Structural Guidance for Transformer Language Models


Jul 30, 2021
Peng Qian, Tahira Naseem, Roger Levy, Ramón Fernandez Astudillo

* To be issued as paper revision for ACL 2021 

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What if This Modified That? Syntactic Interventions via Counterfactual Embeddings


May 28, 2021
Mycal Tucker, Peng Qian, Roger Levy


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Learning Evolved Combinatorial Symbols with a Neuro-symbolic Generative Model


Apr 16, 2021
Matthias Hofer, Tuan Anh Le, Roger Levy, Josh Tenenbaum


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Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization


Nov 04, 2020
Tristan Thrush, Ethan Wilcox, Roger Levy

* Accepted to BlackboxNLP 2020 

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Bridging Information-Seeking Human Gaze and Machine Reading Comprehension


Oct 15, 2020
Jonathan Malmaud, Roger Levy, Yevgeni Berzak

* CoNLL 2020 

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Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models


Oct 12, 2020
Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros

* To appear at EMNLP 2020 

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On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior


Jun 02, 2020
Ethan Gotlieb Wilcox, Jon Gauthier, Jennifer Hu, Peng Qian, Roger Levy

* To Appear at CogSci 2020 

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STARC: Structured Annotations for Reading Comprehension


Apr 30, 2020
Yevgeni Berzak, Jonathan Malmaud, Roger Levy

* ACL 2020. OneStopQA dataset, STARC guidelines and human experiments data are available at https://github.com/berzak/onestop-qa 

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Linking artificial and human neural representations of language


Oct 02, 2019
Jon Gauthier, Roger Levy

* EMNLP 2019 

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Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study


Sep 10, 2019
Aixiu An, Peng Qian, Ethan Wilcox, Roger Levy

* To appear at EMNLP 2019 

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Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations


Jun 10, 2019
Ethan Wilcox, Roger Levy, Richard Futrell

* Proceedings of BlackboxNLP 2019, ACL, Florence, Italy 

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What Syntactic Structures block Dependencies in RNN Language Models?


May 24, 2019
Ethan Wilcox, Roger Levy, Richard Futrell

* To Appear at the 41st Annual Meeting of the Cognitive Science Society, Montreal, Canada, July 2019 

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Availability-Based Production Predicts Speakers' Real-time Choices of Mandarin Classifiers


May 17, 2019
Meilin Zhan, Roger Levy

* To appear in proceedings of CogSci 2019 

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Structural Supervision Improves Learning of Non-Local Grammatical Dependencies


Apr 06, 2019
Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy

* To appear: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 

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Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State


Mar 08, 2019
Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy

* Accepted to NAACL 2019. Not yet edited into the camera-ready version 

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Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games


Oct 08, 2018
Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo, Roger Levy

* Conference on Computational Natural Language Learning (CoNLL) 2018 

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RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency


Sep 05, 2018
Richard Futrell, Ethan Wilcox, Takashi Morita, Roger Levy


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What do RNN Language Models Learn about Filler-Gap Dependencies?


Aug 31, 2018
Ethan Wilcox, Roger Levy, Takashi Morita, Richard Futrell

* 9 pages, to appear in Proceedings of BlackboxNLP 2018 

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Word learning and the acquisition of syntactic--semantic overhypotheses


May 14, 2018
Jon Gauthier, Roger Levy, Joshua B. Tenenbaum


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Assessing Language Proficiency from Eye Movements in Reading


Apr 24, 2018
Yevgeni Berzak, Boris Katz, Roger Levy

* NAACL 2018 (license change to CC BY) 

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A Statistical Comparison of Some Theories of NP Word Order


Sep 08, 2017
Richard Futrell, Roger Levy, Matthew Dryer


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