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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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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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Scruples: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes

Aug 20, 2020
Nicholas Lourie, Ronan Le Bras, Yejin Choi

* 16 pages, 15 tables, 8 figures. For associated code and data, see https://github.com/allenai/scruples 

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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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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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PIQA: Reasoning about Physical Commonsense in Natural Language

Nov 26, 2019
Yonatan Bisk, Rowan Zellers, Ronan Le Bras, Jianfeng Gao, Yejin Choi

* AAAI 2020 

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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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Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery

Oct 07, 2016
Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert B. van Dover, John Gregoire, Carla P. Gomes


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Variable Elimination in the Fourier Domain

Jun 22, 2016
Yexiang Xue, Stefano Ermon, Ronan Le Bras, Carla P. Gomes, Bart Selman

* Proceedings of the 33rd International Conference on Machine Learning (ICML), 2016 

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Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery

Nov 27, 2014
Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla Gomes, Bart Selman, Robert B. van Dover


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