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Delphi: Towards Machine Ethics and Norms


Oct 14, 2021
Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Maxwell Forbes, Jon Borchardt, Jenny Liang, Oren Etzioni, Maarten Sap, Yejin Choi


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Symbolic Knowledge Distillation: from General Language Models to Commonsense Models


Oct 14, 2021
Peter West, Chandra Bhagavatula, Jack Hessel, Jena D. Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi


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DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts


Jun 03, 2021
Alisa Liu, Maarten Sap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith, Yejin Choi

* ACL 2021 camera-ready 

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On-the-Fly Controlled Text Generation with Experts and Anti-Experts


May 07, 2021
Alisa Liu, Maarten Sap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith, Yejin Choi

* Accepted to ACL 2021, camera-ready version coming soon 

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"I'm Not Mad": Commonsense Implications of Negation and Contradiction


Apr 27, 2021
Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula, Yejin Choi

* Camera Ready Version for NAACL 2021 

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proScript: Partially Ordered Scripts Generation via Pre-trained Language Models


Apr 16, 2021
Keisuke Sakaguchi, Chandra Bhagavatula, Ronan Le Bras, Niket Tandon, Peter Clark, Yejin Choi


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UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark


Mar 24, 2021
Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

* 27 pages, 19 figures, 34 tables. Accepted to AAAI 2021. For associated code and data see https://github.com/allenai/rainbow 

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On-the-Fly Attention Modularization for Neural Generation


Jan 02, 2021
Yue Dong, Chandra Bhagavatula, Ximing Lu, Jena D. Hwang, Antoine Bosselut, Jackie Chi Kit Cheung, Yejin Choi

* 10 pages, 3 figures 

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NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints


Oct 24, 2020
Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi


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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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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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Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs


Oct 15, 2020
Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi

* Accepted to Findings of EMNLP 

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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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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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G-DAUG: Generative Data Augmentation for Commonsense Reasoning


Apr 24, 2020
Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey


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Visual Commonsense Graphs: Reasoning about the Dynamic Context of a Still Image


Apr 22, 2020
Jae Sung Park, Chandra Bhagavatula, Roozbeh Mottaghi, Ali Farhadi, Yejin Choi

* Project Website: http://visualcomet.xyz/ 

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Unsupervised Commonsense Question Answering with Self-Talk


Apr 11, 2020
Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi


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Adversarial Filters of Dataset Biases


Feb 20, 2020
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula, Rowan Zellers, Matthew E. Peters, Ashish Sabharwal, 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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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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Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning


Sep 06, 2019
Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

* 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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WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale


Jul 24, 2019
Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi


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Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning


Jul 01, 2019
Titipat Achakulvisut, Chandra Bhagavatula, Daniel Acuna, Konrad Kording

* 8 pages, 6 figures 

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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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Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context


Jun 20, 2018
Lucy Lu Wang, Chandra Bhagavatula, Mark Neumann, Kyle Lo, Chris Wilhelm, Waleed Ammar

* ACL 2018 BioNLP workshop 

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