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Detoxifying Language Models Risks Marginalizing Minority Voices

Apr 13, 2021
Albert Xu, Eshaan Pathak, Eric Wallace, Suchin Gururangan, Maarten Sap, Dan Klein

* NAACL 2021 

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RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Sep 25, 2020
Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith

* Findings in EMNLP 2020 

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Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

May 05, 2020
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith

* ACL 2020 

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Show Your Work: Improved Reporting of Experimental Results

Sep 06, 2019
Jesse Dodge, Suchin Gururangan, Dallas Card, Roy Schwartz, Noah A. Smith

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Variational Pretraining for Semi-supervised Text Classification

Jun 05, 2019
Suchin Gururangan, Tam Dang, Dallas Card, Noah A. Smith

* ACL 2019 

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Annotation Artifacts in Natural Language Inference Data

Apr 16, 2018
Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel R. Bowman, Noah A. Smith

* 6 pages, 1 figure, NAACL 2018 

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