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Playing Lottery Tickets with Vision and Language


Apr 23, 2021
Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu


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LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval


Apr 11, 2021
Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu

* NAACL 2021 

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Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding


Sep 13, 2020
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

* 10 pages 

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Large-Scale Adversarial Training for Vision-and-Language Representation Learning


Jun 11, 2020
Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu


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Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models


May 15, 2020
Jize Cao, Zhe Gan, Yu Cheng, Licheng Yu, Yen-Chun Chen, Jingjing Liu


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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training


May 01, 2020
Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu


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Distilling the Knowledge of BERT for Text Generation


Nov 10, 2019
Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu

* Work in progress (13 pages) 

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DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation


Nov 01, 2019
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan


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UNITER: Learning UNiversal Image-TExt Representations


Sep 25, 2019
Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, Jingjing Liu


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Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension


Jun 12, 2019
Yichen Jiang, Nitish Joshi, Yen-Chun Chen, Mohit Bansal

* ACL 2019 (12 pages) 

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Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting


May 28, 2018
Yen-Chun Chen, Mohit Bansal

* ACL 2018 (17 pages) 

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