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mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections


May 25, 2022
Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si


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WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types


Apr 13, 2022
Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang, Ming Yan, Lihan Chen, Yanghua Xiao


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Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding


Mar 29, 2022
Jiabo Ye, Junfeng Tian, Ming Yan, Xiaoshan Yang, Xuwu Wang, Ji Zhang, Liang He, Xin Lin


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Achieving Human Parity on Visual Question Answering


Nov 19, 2021
Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin


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Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training


Aug 21, 2021
Ming Yan, Haiyang Xu, Chenliang Li, Bin Bi, Junfeng Tian, Min Gui, Wei Wang


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Multi-Domain Dialogue Acts and Response Co-Generation


Apr 26, 2020
Kai Wang, Junfeng Tian, Rui Wang, Xiaojun Quan, Jianxing Yu

* To appear at ACL 2020 

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Attention Optimization for Abstractive Document Summarization


Oct 25, 2019
Min Gui, Junfeng Tian, Rui Wang, Zhenglu Yang


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A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data


Jan 05, 2018
Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, Man Lan

* 8 Pages, accepted at AAAI 2018 

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