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Quark: Controllable Text Generation with Reinforced Unlearning


May 26, 2022
Ximing Lu , Sean Welleck , Liwei Jiang , Jack Hessel , Lianhui Qin , Peter West , Prithviraj Ammanabrolu , Yejin Choi


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Probing Factually Grounded Content Transfer with Factual Ablation


Mar 29, 2022
Peter West , Chris Quirk , Michel Galley , Yejin Choi


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NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics


Dec 16, 2021
Ximing Lu , Sean Welleck , Peter West , Liwei Jiang , Jungo Kasai , Daniel Khashabi , Ronan Le Bras , Lianhui Qin , Youngjae Yu , Rowan Zellers , Noah A. Smith , Yejin Choi


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Generated Knowledge Prompting for Commonsense Reasoning


Oct 15, 2021
Jiacheng Liu , Alisa Liu , Ximing Lu , Sean Welleck , Peter West , Ronan Le Bras , Yejin Choi , Hannaneh Hajishirzi


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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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Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics


Sep 28, 2021
Sean Welleck , Peter West , Jize Cao , Yejin Choi


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Surface Form Competition: Why the Highest Probability Answer Isn't Always Right


Apr 16, 2021
Ari Holtzman , Peter West , Vered Schwartz , Yejin Choi , Luke Zettlemoyer


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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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