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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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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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The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning


Feb 10, 2022
Jack Hessel, Jena D. Hwang, Jae Sung Park, Rowan Zellers, Chandra Bhagavatula, Anna Rohrbach, Kate Saenko, Yejin Choi

* code, data, models will be shared at http://visualabduction.com/ 

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MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound


Jan 07, 2022
Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi

* project page at https://rowanzellers.com/merlotreserve 

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Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer


Dec 16, 2021
Yanpeng Zhao, Jack Hessel, Youngjae Yu, Ximing Lu, Rowan Zellers, Yejin Choi

* Our code is available at https://github.com/zhaoyanpeng/vipant 

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Reframing Human-AI Collaboration for Generating Free-Text Explanations


Dec 16, 2021
Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, Mark Riedl, Yejin Choi

* 10 pages main; 13 pages appendix 

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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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MERLOT: Multimodal Neural Script Knowledge Models


Jun 10, 2021
Rowan Zellers, Ximing Lu, Jack Hessel, Youngjae Yu, Jae Sung Park, Jize Cao, Ali Farhadi, Yejin Choi

* project page at https://rowanzellers.com/merlot 

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CLIPScore: A Reference-free Evaluation Metric for Image Captioning


Apr 18, 2021
Jack Hessel, Ari Holtzman, Maxwell Forbes, Ronan Le Bras, Yejin Choi


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