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CM3: A Causal Masked Multimodal Model of the Internet


Jan 19, 2022
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer


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VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding


Oct 01, 2021
Hu Xu, Gargi Ghosh, Po-Yao Huang, Dmytro Okhonko, Armen Aghajanyan, Florian Metze, Luke Zettlemoyer, Christoph Feichtenhofer

* EMNLP 2021 

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HTLM: Hyper-Text Pre-Training and Prompting of Language Models


Jul 14, 2021
Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer


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VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding


May 20, 2021
Hu Xu, Gargi Ghosh, Po-Yao Huang, Prahal Arora, Masoumeh Aminzadeh, Christoph Feichtenhofer, Florian Metze, Luke Zettlemoyer

* 9 pages, ACL Findings 2021 

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Multi-task Retrieval for Knowledge-Intensive Tasks


Jan 01, 2021
Jean Maillard, Vladimir Karpukhin, Fabio Petroni, Wen-tau Yih, Barlas Oğuz, Veselin Stoyanov, Gargi Ghosh


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Pre-training via Paraphrasing


Jun 26, 2020
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh, Armen Aghajanyan, Sida Wang, Luke Zettlemoyer


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