Publications
2025
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Learning to Make MISTAKEs: Modeling Incorrect Student Thinking And Key Errors
Alexis Ross and Jacob Andreas
Preprint, 2025
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Modeling Student Learning with 3.8 Million Program Traces
Alexis Ross*, Megha Srivastava*, Jeremiah Blanchard, Jacob Andreas
Preprint, 2025
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Language Modeling with Editable External Knowledge
Belinda Z. Li, Emmy Liu, Alexis Ross, Abbas Zeitoun, Graham Neubig, Jacob Andreas
NAACL, 2025
2024
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Toward In-Context Teaching: Adapting Examples to Students' Misconceptions
Alexis Ross and Jacob Andreas.
ACL, 2024
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ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews
Mike D'Arcy, Alexis Ross, Erin Bransom, Bailey Kuehl, Jonathan Bragg, Tom Hope, Doug Downey
ACL, 2024
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Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim
NAACL, 2024
2023
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CREST: A Joint Framework for Rationalization and Counterfactual Text Generation
Marcos Treviso, Alexis Ross, Nuno M. Guerreiro, André F. T. Martins
ACL, 2023
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Inverse Scaling: When Bigger Isn't Better
Ian R. McKenzie, ..., Alexis Ross (winning task author), ... Najoung Kim, Samuel R. Bowman, Ethan Perez
TMLR, 2023
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
