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


Apr 13, 2021
Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula, 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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Construction of the Literature Graph in Semantic Scholar


May 06, 2018
Waleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, Iz Beltagy, Miles Crawford, Doug Downey, Jason Dunkelberger, Ahmed Elgohary, Sergey Feldman, Vu Ha, Rodney Kinney, Sebastian Kohlmeier, Kyle Lo, Tyler Murray, Hsu-Han Ooi, Matthew Peters, Joanna Power, Sam Skjonsberg, Lucy Lu Wang, Chris Wilhelm, Zheng Yuan, Madeleine van Zuylen, Oren Etzioni

* To appear in NAACL 2018 industry track 

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Content-Based Citation Recommendation


Feb 22, 2018
Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar

* NAACL 2018 

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Semi-supervised sequence tagging with bidirectional language models


Apr 29, 2017
Matthew E. Peters, Waleed Ammar, Chandra Bhagavatula, Russell Power

* To appear in ACL 2017 

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