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CLIPScore: A Reference-free Evaluation Metric for Image Captioning


Apr 18, 2021
Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, Yejin Choi


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MultiTalk: A Highly-Branching Dialog Testbed for Diverse Conversations


Feb 02, 2021
Yao Dou, Maxwell Forbes, Ari Holtzman, Yejin Choi

* 7 pages, AAAI-21 

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Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences


Dec 31, 2020
Denis Emelin, Ronan Le Bras, Jena D. Hwang, Maxwell Forbes, Yejin Choi

* For the 'Moral Stories' dataset, see https://github.com/demelin/moral_stories 

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Edited Media Understanding: Reasoning About Implications of Manipulated Images


Dec 08, 2020
Jeff Da, Maxwell Forbes, Rowan Zellers, Anthony Zheng, Jena D. Hwang, Antoine Bosselut, Yejin Choi


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Social Chemistry 101: Learning to Reason about Social and Moral Norms


Nov 01, 2020
Maxwell Forbes, Jena D. Hwang, Vered Shwartz, Maarten Sap, Yejin Choi

* Published at EMNLP 2020 

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Paragraph-Level Commonsense Transformers with Recurrent Memory


Oct 04, 2020
Saadia Gabriel, Chandra Bhagavatula, Vered Shwartz, Ronan Le Bras, Maxwell Forbes, Yejin Choi


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Neural Naturalist: Generating Fine-Grained Image Comparisons


Sep 20, 2019
Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge Belongie

* Published at EMNLP 2019 

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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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The Curious Case of Neural Text Degeneration


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

* 9 pages 

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Balancing Shared Autonomy with Human-Robot Communication


May 20, 2018
Rosario Scalise, Yonatan Bisk, Maxwell Forbes, Daqing Yi, Yejin Choi, Siddhartha Srinivasa


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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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Verb Physics: Relative Physical Knowledge of Actions and Objects


Jul 13, 2017
Maxwell Forbes, Yejin Choi

* 11 pages, published in Proceedings of ACL 2017 

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