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PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction

Oct 26, 2020
Xinyao Ma, Maarten Sap, Hannah Rashkin, Yejin Choi

* EMNLP 2020 

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PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking

Apr 30, 2020
Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao

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Abductive Commonsense Reasoning

Aug 15, 2019
Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, Keisuke Sakaguchi, Ari Holtzman, Hannah Rashkin, Doug Downey, Scott Wen-tau Yih, Yejin Choi

* Pre-print 

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COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Jun 14, 2019
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi

* Accepted to ACL 2019 

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Defending Against Neural Fake News

May 29, 2019
Rowan Zellers, Ari Holtzman, Hannah Rashkin, Yonatan Bisk, Ali Farhadi, Franziska Roesner, Yejin Choi


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SocialIQA: Commonsense Reasoning about Social Interactions

Apr 22, 2019
Maarten Sap, Hannah Rashkin, Derek Chen, Ronan LeBras, Yejin Choi

* the first two authors contributed equally 

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I Know the Feeling: Learning to Converse with Empathy

Nov 01, 2018
Hannah Rashkin, Eric Michael Smith, Margaret Li, Y-Lan Boureau

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ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

Oct 31, 2018
Maarten Sap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, Yejin Choi

* Accepted to AAAI 2019; 9 pages, 3 figures 

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Event2Mind: Commonsense Inference on Events, Intents, and Reactions

May 17, 2018
Hannah Rashkin, Maarten Sap, Emily Allaway, Noah A. Smith, Yejin Choi

* Accepted to ACL 2018 (long paper). First two authors contributed equally 

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Modeling Naive Psychology of Characters in Simple Commonsense Stories

May 16, 2018
Hannah Rashkin, Antoine Bosselut, Maarten Sap, Kevin Knight, Yejin Choi

* Accepted to ACL 2018 (long paper) 

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Connotation Frames: A Data-Driven Investigation

Aug 22, 2016
Hannah Rashkin, Sameer Singh, Yejin Choi

* 11 pages, published in Proceedings of ACL 2016 

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