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Continual Contrastive Finetuning Improves Low-Resource Relation Extraction


Dec 21, 2022
Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon

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Importance of Synthesizing High-quality Data for Text-to-SQL Parsing


Dec 17, 2022
Yiyun Zhao, Jiarong Jiang, Yiqun Hu, Wuwei Lan, Henry Zhu, Anuj Chauhan, Alexander Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Marvin Dong, Joe Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang

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PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery


Dec 11, 2022
Sheng Zhang, Salman Khan, Zhiqiang Shen, Muzammal Naseer, Guangyi Chen, Fahad Khan

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BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining


Oct 19, 2022
Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

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* Briefings in Bioinformatics, 2022;, bbac409 
* Published at Briefings in Bioinformatics. Code is available at https://github.com/microsoft/BioGPT 

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DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases


Sep 30, 2022
Donghan Yu, Sheng Zhang, Patrick Ng, Henghui Zhu, Alexander Hanbo Li, Jun Wang, Yiqun Hu, William Wang, Zhiguo Wang, Bing Xiang

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Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning


Aug 30, 2022
Sheng Zhang, Hao Cheng, Jianfeng Gao, Hoifung Poon

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Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles


Jun 23, 2022
Chen Lin, Si Chen, Meifang Zeng, Sheng Zhang, Min Gao, Hui Li

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* Accepted by TNNLS. 15 pages, 8 figures 

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REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction


Jun 20, 2022
Sheng Zhang, Patrick Ng, Zhiguo Wang, Bing Xiang

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2-d signature of images and texture classification


May 10, 2022
Sheng Zhang, Guang Lin, Samy Tindel

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Locally Aggregated Feature Attribution on Natural Language Model Understanding


Apr 26, 2022
Sheng Zhang, Jin Wang, Haitao Jiang, Rui Song

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* NAACL 2022 

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