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Searching for Optimal Subword Tokenization in Cross-domain NER



Ruotian Ma , Yiding Tan , Xin Zhou , Xuanting Chen , Di Liang , Sirui Wang , Wei Wu , Tao Gui , Qi Zhang

* IJCAI 2022 

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InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER



Liwen Wang , Rumei Li , Yang Yan , Yuanmeng Yan , Sirui Wang , Wei Wu , Weiran Xu

* Work in progress 

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Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL



Yuntao Li , Hanchu Zhang , Yutian Li , Sirui Wang , Wei Wu , Yan Zhang


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Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models



Kun Zhou , Wayne Xin Zhao , Sirui Wang , Fuzheng Zhang , Wei Wu , Ji-Rong Wen

* Accepted by EMNLP 2021 (Main Conference) 

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ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer



Yuanmeng Yan , Rumei Li , Sirui Wang , Fuzheng Zhang , Wei Wu , Weiran Xu

* Accepted by ACL2021, 10 pages, 7 figures, 4 tables 

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Leveraging Historical Interaction Data for Improving Conversational Recommender System



Kun Zhou , Wayne Xin Zhao , Hui Wang , Sirui Wang , Fuzheng Zhang , Zhongyuan Wang , Ji-Rong Wen

* Accepted as CIKM short paper 

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S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization



Kun Zhou , Hui Wang , Wayne Xin Zhao , Yutao Zhu , Sirui Wang , Fuzheng Zhang , Zhongyuan Wang , Ji-Rong Wen

* Accepted as CIKM2020 long paper 

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BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation



Sirui Wang , Yuwei Tu , Qiong Wu , Adam Hare , Zhenming Liu , Christopher G. Brinton , Yanhua Li


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