Publications
2022
2021
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Learning Models for Actionable Recourse
Alexis Ross, Himabindu Lakkaraju, Osbert Bastani
NeurIPS, 2021
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Competency Problems: On Finding and Removing Artifacts in Language Data
Matt Gardner*, William Merrill*, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah Smith
EMNLP, 2021
[BibTex]
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Explaining NLP Models via Minimal Contrastive Editing (MiCE)
Alexis Ross, Ana Marasovic, Matthew E. Peters
Findings of ACL, 2021
[BibTex] [Code] [Video]
2019
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How well do NLI models capture verb veridicality?
Alexis Ross and Ellie Pavlick
EMNLP, 2019
Oral Presentation
[BibTex] [Dataset] [Supplement] [Slides]
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Probing what different NLP tasks teach machines about function word comprehension
Najoung Kim, Roma Patel, Adam Poliak, Alex Wang, Patrick Xia, Tom McCoy, Ian Tenney, Alexis Ross, Tal Linzen, Benjamin Van Durme, Sam Bowman, Ellie Pavlick
*SEM, 2019
Best Paper Award
[BibTex]
Other Projects