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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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Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference

Sep 21, 2020
Galen Weld, Peter West, Maria Glenski, David Arbour, Ryan Rossi, Tim Althoff


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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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BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Sep 20, 2019
Peter West, Ari Holtzman, Jan Buys, Yejin Choi


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