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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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