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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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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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A Systematic Assessment of Syntactic Generalization in Neural Language Models


May 23, 2020
Jennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox, Roger P. Levy

* To appear in the Proceedings of the Association for Computational Linguistics (ACL 2020) 

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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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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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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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