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Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling


Jan 28, 2023
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox

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MAUVE Scores for Generative Models: Theory and Practice


Dec 30, 2022
Krishna Pillutla, Lang Liu, John Thickstun, Sean Welleck, Swabha Swayamdipta, Rowan Zellers, Sewoong Oh, Yejin Choi, Zaid Harchaoui

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Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts


Dec 20, 2022
Skyler Hallinan, Alisa Liu, Yejin Choi, Maarten Sap

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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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An AI Dungeon Master's Guide: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons


Dec 20, 2022
Pei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren, Chris Callison-Burch, Yejin Choi, Prithviraj Ammanabrolu

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* 17 pages, 9 figures. Preprint, work in progress 

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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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Statistical and Computational Guarantees for Influence Diagnostics


Dec 08, 2022
Jillian Fisher, Lang Liu, Krishna Pillutla, Yejin Choi, Zaid Harchaoui

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NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries?


Nov 08, 2022
Saadia Gabriel, Hamid Palangi, Yejin Choi

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* Findings of EMNLP 2022 

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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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