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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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