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Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework


Feb 07, 2022
Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang

* 23 pages, 11 figures 

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Exploring Sparse Expert Models and Beyond


Jun 14, 2021
An Yang, Junyang Lin, Rui Men, Chang Zhou, Le Jiang, Xianyan Jia, Ang Wang, Jie Zhang, Jiamang Wang, Yong Li, Di Zhang, Wei Lin, Lin Qu, Jingren Zhou, Hongxia Yang

* 16 pages, 8 figures 

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Learning Relation Alignment for Calibrated Cross-modal Retrieval


Jun 01, 2021
Shuhuai Ren, Junyang Lin, Guangxiang Zhao, Rui Men, An Yang, Jingren Zhou, Xu Sun, Hongxia Yang

* Accepted by ACL-IJCNLP 2021 main conference (Long Paper) 

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UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis


May 29, 2021
Zhu Zhang, Jianxin Ma, Chang Zhou, Rui Men, Zhikang Li, Ming Ding, Jie Tang, Jingren Zhou, Hongxia Yang

* Under review 

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M6: A Chinese Multimodal Pretrainer


Mar 02, 2021
Junyang Lin, Rui Men, An Yang, Chang Zhou, Ming Ding, Yichang Zhang, Peng Wang, Ang Wang, Le Jiang, Xianyan Jia, Jie Zhang, Jianwei Zhang, Xu Zou, Zhikang Li, Xiaodong Deng, Jie Liu, Jinbao Xue, Huiling Zhou, Jianxin Ma, Jin Yu, Yong Li, Wei Lin, Jingren Zhou, Jie Tang, Hongxia Yang

* 12 pages, technical report 

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Natural Language Inference by Tree-Based Convolution and Heuristic Matching


May 13, 2016
Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin

* Accepted by ACL'16 as a short paper 

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On End-to-End Program Generation from User Intention by Deep Neural Networks


Oct 25, 2015
Lili Mou, Rui Men, Ge Li, Lu Zhang, Zhi Jin

* Submitted to 2016 International Conference of Software Engineering "Vision of 2025 and Beyond" track 

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