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Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning

Oct 20, 2020
Lianhui Qin, Vered Shwartz, Peter West, Chandra Bhagavatula, Jena Hwang, Ronan Le Bras, Antoine Bosselut, Yejin Choi

* EMNLP 2020 

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COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

Oct 12, 2020
Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, Yejin Choi


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Procedural Reading Comprehension with Attribute-Aware Context Flow

Mar 31, 2020
Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi, Hannaneh Hajishirzi


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Dynamic Knowledge Graph Construction for Zero-shot Commonsense Question Answering

Nov 10, 2019
Antoine Bosselut, Yejin Choi


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Exploiting Structural and Semantic Context for Commonsense Knowledge Base Completion

Oct 07, 2019
Chaitanya Malaviya, Chandra Bhagavatula, Antoine Bosselut, Yejin Choi


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Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Sep 18, 2019
Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark

* Accepted to EMNLP 2019 as a long paper. This revision fixed a typo in an author name in references 

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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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WIQA: A dataset for "What if..." reasoning over procedural text

Sep 10, 2019
Niket Tandon, Bhavana Dalvi Mishra, Keisuke Sakaguchi, Antoine Bosselut, Peter Clark

* Accepted at EMNLP 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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Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Jun 21, 2019
Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie

* NAACL 2019 

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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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Efficient Adaptation of Pretrained Transformers for Abstractive Summarization

Jun 01, 2019
Andrew Hoang, Antoine Bosselut, Asli Celikyilmaz, Yejin Choi


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Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Aug 29, 2018
Niket Tandon, Bhavana Dalvi Mishra, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark

* Accepted at EMNLP 2018. Niket Tandon and Bhavana Dalvi Mishra contributed equally to this work 

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Deep Communicating Agents for Abstractive Summarization

Aug 15, 2018
Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi

* Accepted for publication at NAACL 2018 

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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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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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Discourse-Aware Neural Rewards for Coherent Text Generation

May 10, 2018
Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi

* NAACL 2018 

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