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Towards Deconfounding the Influence of Subject's Demographic Characteristics in Question Answering


Apr 15, 2021
Maharshi Gor, Kellie Webster, Jordan Boyd-Graber


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How to Write a Bias Statement: Recommendations for Submissions to the Workshop on Gender Bias in NLP


Apr 07, 2021
Christian Hardmeier, Marta R. Costa-jussà, Kellie Webster, Will Radford, Su Lin Blodgett

* This document was originally published as a blog post on the web site of GeBNLP 2020 

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They, Them, Theirs: Rewriting with Gender-Neutral English


Feb 12, 2021
Tony Sun, Kellie Webster, Apu Shah, William Yang Wang, Melvin Johnson


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Underspecification Presents Challenges for Credibility in Modern Machine Learning


Nov 06, 2020
Alexander D'Amour, Katherine Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yian Ma, Cory McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley


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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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Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias


Sep 28, 2020
Ana Valeria Gonzalez, Maria Barrett, Rasmus Hvingelby, Kellie Webster, Anders Søgaard

* To appear in EMNLP 2020 

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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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Social Biases in NLP Models as Barriers for Persons with Disabilities


May 02, 2020
Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl

* ACL 2020 
* ACL 2020 short paper. 5 pages 

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Automatically Identifying Gender Issues in Machine Translation using Perturbations


Apr 29, 2020
Hila Gonen, Kellie Webster


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Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns


Oct 11, 2018
Kellie Webster, Marta Recasens, Vera Axelrod, Jason Baldridge


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