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Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks



Jiasen Lu , Christopher Clark , Rowan Zellers , Roozbeh Mottaghi , Aniruddha Kembhavi


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Multimodal Knowledge Alignment with Reinforcement Learning



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



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



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



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



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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MERLOT: Multimodal Neural Script Knowledge Models



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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PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World



Rowan Zellers , Ari Holtzman , Matthew Peters , Roozbeh Mottaghi , Aniruddha Kembhavi , Ali Farhadi , Yejin Choi

* ACL 2021 camera ready, project page at https://rowanzellers.com/piglet/ 

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MAUVE: Human-Machine Divergence Curves for Evaluating Open-Ended Text Generation



Krishna Pillutla , Swabha Swayamdipta , Rowan Zellers , John Thickstun , Yejin Choi , Zaid Harchaoui


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