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Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification


Jun 21, 2021
Yada Pruksachatkun, Satyapriya Krishna, Jwala Dhamala, Rahul Gupta, Kai-Wei Chang


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CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes


Jun 04, 2021
James Mullenbach, Yada Pruksachatkun, Sean Adler, Jennifer Seale, Jordan Swartz, T. Greg McKelvey, Hui Dai, Yi Yang, David Sontag

* ACL 2021 

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BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation


Jan 27, 2021
Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta


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English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too


May 26, 2020
Jason Phang, Phu Mon Htut, Yada Pruksachatkun, Haokun Liu, Clara Vania, Katharina Kann, Iacer Calixto, Samuel R. Bowman


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Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?


May 09, 2020
Yada Pruksachatkun, Jason Phang, Haokun Liu, Phu Mon Htut, Xiaoyi Zhang, Richard Yuanzhe Pang, Clara Vania, Katharina Kann, Samuel R. Bowman

* ACL 2020 

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jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models


Mar 04, 2020
Yada Pruksachatkun, Phil Yeres, Haokun Liu, Jason Phang, Phu Mon Htut, Alex Wang, Ian Tenney, Samuel R. Bowman


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SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems


May 02, 2019
Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman

* super.gluebenchmark.com 

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