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Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing


May 24, 2022
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova


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Measuring and Reducing Gendered Correlations in Pre-trained Models


Oct 12, 2020
Kellie Webster, Xuezhi Wang, Ian Tenney, Alex Beutel, Emily Pitler, Ellie Pavlick, Jilin Chen, Slav Petrov


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Scalable Cross Lingual Pivots to Model Pronoun Gender for Translation


Jun 16, 2020
Kellie Webster, Emily Pitler


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Syntactic Data Augmentation Increases Robustness to Inference Heuristics


Apr 24, 2020
Junghyun Min, R. Thomas McCoy, Dipanjan Das, Emily Pitler, Tal Linzen

* ACL 2020 

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Collecting Entailment Data for Pretraining: New Protocols and Negative Results


Apr 24, 2020
Samuel R. Bowman, Jennimaria Palomaki, Livio Baldini Soares, Emily Pitler


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Giving BERT a Calculator: Finding Operations and Arguments with Reading Comprehension


Sep 12, 2019
Daniel Andor, Luheng He, Kenton Lee, Emily Pitler


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Synthetic QA Corpora Generation with Roundtrip Consistency


Jun 12, 2019
Chris Alberti, Daniel Andor, Emily Pitler, Jacob Devlin, Michael Collins


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Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings


May 21, 2018
Bernd Bohnet, Ryan McDonald, Goncalo Simoes, Daniel Andor, Emily Pitler, Joshua Maynez

* ACL 2018 

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Natural Language Processing with Small Feed-Forward Networks


Aug 01, 2017
Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu, David Weiss, Ryan McDonald, Slav Petrov

* EMNLP 2017 short paper 

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