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Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks


Feb 28, 2022
Yile Chen, Xiucheng Li, Gao Cong, Cheng Long, Zhifeng Bao, Shang Liu, Wanli Gu, Fuzheng Zhang


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Popularity Bias Is Not Always Evil: Disentangling Benign and Harmful Bias for Recommendation


Sep 16, 2021
Zihao Zhao, Jiawei Chen, Sheng Zhou, Xiangnan He, Xuezhi Cao, Fuzheng Zhang, Wei Wu


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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

* Accepted by EMNLP 2021 (Main Conference) 

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DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network


Aug 22, 2021
Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He

* CIKM2021 

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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

* 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

* 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

* 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

* 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

* 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

* Accepted as CIKM2020 long paper 

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