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Reliability Testing for Natural Language Processing Systems

Jun 01, 2021
Samson Tan, Shafiq Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan

* Accepted to ACL-IJCNLP 2021 (main conference). Camera-ready version 

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Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots

Mar 17, 2021
Samson Tan, Shafiq Joty

* To be presented at NAACL-HLT 2021. Final version to follow 

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Robustness Gym: Unifying the NLP Evaluation Landscape

Jan 13, 2021
Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

* 34 pages, 8 figures, 6 tables 

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It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations

May 09, 2020
Samson Tan, Shafiq Joty, Min-Yen Kan, Richard Socher

* To appear in the Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020) 

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Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding

Apr 30, 2020
Samson Tan, Shafiq Joty, Lav R. Varshney, Min-Yen Kan

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