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Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning

Oct 16, 2020
Peter West, Ximing Lu, Ari Holtzman, Chandra Bhagavatula, Jena Hwang, Yejin Choi

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Experience Grounds Language

Apr 21, 2020
Yonatan Bisk, Ari Holtzman, Jesse Thomason, Jacob Andreas, Yoshua Bengio, Joyce Chai, Mirella Lapata, Angeliki Lazaridou, Jonathan May, Aleksandr Nisnevich, Nicolas Pinto, Joseph Turian

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Evaluating Machines by their Real-World Language Use

Apr 07, 2020
Rowan Zellers, Ari Holtzman, Elizabeth Clark, Lianhui Qin, Ali Farhadi, Yejin Choi

* Project page at 

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BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Sep 20, 2019
Peter West, Ari Holtzman, Jan Buys, Yejin Choi

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Counterfactual Story Reasoning and Generation

Sep 12, 2019
Lianhui Qin, Antoine Bosselut, Ari Holtzman, Chandra Bhagavatula, Elizabeth Clark, Yejin Choi

* Accepted to EMNLP 2019 

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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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Do Neural Language Representations Learn Physical Commonsense?

Aug 08, 2019
Maxwell Forbes, Ari Holtzman, Yejin Choi

* Published in The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019) 

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Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow

Jul 02, 2019
Saadia Gabriel, Antoine Bosselut, Ari Holtzman, Kyle Lo, Asli Celikyilmaz, Yejin Choi

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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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HellaSwag: Can a Machine Really Finish Your Sentence?

May 19, 2019
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi

* ACL 2019. Project page at 

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The Curious Case of Neural Text Degeneration

Apr 22, 2019
Ari Holtzman, Jan Buys, Maxwell Forbes, Yejin Choi

* 9 pages 

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Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation

Apr 02, 2019
Liyiming Ke, Xiujun Li, Yonatan Bisk, Ari Holtzman, Zhe Gan, Jingjing Liu, Jianfeng Gao, Yejin Choi, Siddhartha Srinivasa

* CVPR 2019 Oral, video demo: 

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Learning to Write with Cooperative Discriminators

May 16, 2018
Ari Holtzman, Jan Buys, Maxwell Forbes, Antoine Bosselut, David Golub, Yejin Choi

* In Proceedings of ACL 2018 

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Simulating Action Dynamics with Neural Process Networks

May 15, 2018
Antoine Bosselut, Omer Levy, Ari Holtzman, Corin Ennis, Dieter Fox, Yejin Choi

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Sounding Board: A User-Centric and Content-Driven Social Chatbot

Apr 26, 2018
Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman, Yejin Choi, Noah A. Smith, Mari Ostendorf

* 5 pages, 3 figures, NAACL 2018 

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