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Towards Topic-Guided Conversational Recommender System

Oct 08, 2020
Kun Zhou, Yuanhang Zhou, Wayne Xin Zhao, Xiaoke Wang, Ji-Rong Wen

* 12 pages, Accepted by Coling2020 

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Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network

Oct 04, 2020
Junyi Li, Siqing Li, Wayne Xin Zhao, Gaole He, Zhicheng Wei, Nicholas Jing Yuan, Ji-Rong Wen

* Accepted by CIKM 2020 (Long Paper) 

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Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network

Sep 25, 2020
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen

* CIKM 2020 

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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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Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion

Jul 08, 2020
Kun Zhou, Wayne Xin Zhao, Shuqing Bian, Yuanhang Zhou, Ji-Rong Wen, Jingsong Yu


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Sequential Recommendation with Self-Attentive Multi-Adversarial Network

May 21, 2020
Ruiyang Ren, Zhaoyang Liu, Yaliang Li, Wayne Xin Zhao, Hui Wang, Bolin Ding, Ji-Rong Wen


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Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning

Apr 26, 2020
Gaole He, Junyi Li, Wayne Xin Zhao, Peiju Liu, Ji-Rong Wen

* 11 pages, 4 figures, 6 tables. Accepted as WWW 2020 paper 

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Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting

Feb 18, 2020
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu

* 12 pages. Accepted by PAKDD 2020 

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Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation

Jul 19, 2019
Jingyuan Wang, Ning Wu, Wayne Xin Zhao, Fanzhang Peng, Xin Lin

* 9 pages, 25TH ACM SIGKDD Conference On Knowledge Discovery And Data Mining 

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Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding

Jun 11, 2019
Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song

* 11 pages, 2 figures, 7 tables 

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A Long-Short Demands-Aware Model for Next-Item Recommendation

Feb 12, 2019
Ting Bai, Pan Du, Wayne Xin Zhao, Ji-Rong Wen, Jian-Yun Nie


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hyperdoc2vec: Distributed Representations of Hypertext Documents

May 10, 2018
Jialong Han, Yan Song, Wayne Xin Zhao, Shuming Shi, Haisong Zhang

* Accepted to ACL 2018 

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