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Fuzheng Zhang

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

Sep 13, 2021
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen

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* Accepted by EMNLP 2021 (Main Conference)

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

May 25, 2021
Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu

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

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Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval

May 08, 2021
Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu

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* 11 pages, 2 figures, Accepted by ACL 2021

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ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

Mar 11, 2021
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu

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* 10 Pages, 4 Figures, Accepted at NAACL 2021

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Query-aware Tip Generation for Vertical Search

Oct 19, 2020
Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang

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* Accepted By CIKM 2020 Applied Research Track

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Leveraging Historical Interaction Data for Improving Conversational Recommender System

Aug 19, 2020
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

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* Accepted as CIKM short paper

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

Aug 18, 2020
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

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* Accepted as CIKM2020 long paper

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