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SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding


Sep 14, 2022
Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li

* 17 pages, 6 figures. Accepted by COLING 2022 

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Application of Convolutional Neural Networks with Quasi-Reversibility Method Results for Option Forecasting


Aug 25, 2022
Zheng Cao, Wenyu Du, Kirill V. Golubnichiy

* 10 pages, 6 figures, 5 tables 

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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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GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection


Dec 27, 2021
Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li

* 7 pages, 5 figures. Accepted by AAAI 2022 

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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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SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing


Nov 18, 2021
Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li


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