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SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization


Dec 20, 2022
Hyunwoo Kim, Jack Hessel, Liwei Jiang, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, Maarten Sap, Yejin Choi

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* Dataset, models, and code can be found at https://hyunw.kim/sodaverse 

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Reinforced Clarification Question Generation with Defeasibility Rewards for Disambiguating Social and Moral Situations


Dec 20, 2022
Valentina Pyatkin, Jena D. Hwang, Vivek Srikumar, Ximing Lu, Liwei Jiang, Yejin Choi, Chandra Bhagavatula

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* 9 pages + bibliography + appendix 

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I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation


Dec 19, 2022
Chandra Bhagavatula, Jena D. Hwang, Doug Downey, Ronan Le Bras, Ximing Lu, Keisuke Sakaguchi, Swabha Swayamdipta, Peter West, Yejin Choi

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Generating Sequences by Learning to Self-Correct


Oct 31, 2022
Sean Welleck, Ximing Lu, Peter West, Faeze Brahman, Tianxiao Shen, Daniel Khashabi, Yejin Choi

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Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering


Oct 06, 2022
Jiacheng Liu, Skyler Hallinan, Ximing Lu, Pengfei He, Sean Welleck, Hannaneh Hajishirzi, Yejin Choi

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* Accepted to EMNLP 2022 (Main Conference) 

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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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NaturalProver: Grounded Mathematical Proof Generation with Language Models


May 25, 2022
Sean Welleck, Jiacheng Liu, Ximing Lu, Hannaneh Hajishirzi, Yejin Choi

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ProsocialDialog: A Prosocial Backbone for Conversational Agents


May 25, 2022
Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap

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* 25 pages, 10 figures 

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Multimodal Knowledge Alignment with Reinforcement Learning


May 25, 2022
Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi

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Twist Decoding: Diverse Generators Guide Each Other


May 19, 2022
Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith

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* Code is available at https://github.com/jungokasai/twist_decoding 

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