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One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles


Aug 20, 2021
Zhengyi Ma , Zhicheng Dou , Yutao Zhu , Hanxun Zhong , Ji-Rong Wen

* Accepted By SIGIR 2021, Full Papers 

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Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need


Aug 20, 2021
Zhengyi Ma , Zhicheng Dou , Wei Xu , Xinyu Zhang , Hao Jiang , Zhao Cao , Ji-Rong Wen

* Camera-ready version, CIKM 2021 Full Paper, the codes are available at https://github.com/zhengyima/anchors 

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Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot


Aug 18, 2021
Hongjin Qian , Zhicheng Dou , Yutao Zhu , Yueyuan Ma , Ji-Rong Wen

* Accepted by CIKM 2021, codes and dataset will be released at https://github.com/qhjqhj00/CIKM2021-IMPChat 

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Complex Knowledge Base Question Answering: A Survey


Aug 15, 2021
Yunshi Lan , Gaole He , Jinhao Jiang , Jing Jiang , Wayne Xin Zhao , Ji-Rong Wen

* 20 pages, 4 tables, 7 figures 

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PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval


Aug 13, 2021
Ruiyang Ren , Shangwen Lv , Yingqi Qu , Jing Liu , Wayne Xin Zhao , QiaoQiao She , Hua Wu , Haifeng Wang , Ji-Rong Wen

* ACL 2021 

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Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm


Aug 12, 2021
Lin Bo , Liang Pang , Gang Wang , Jun Xu , XiuQiang He , Ji-Rong Wen


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Self-supervised Audiovisual Representation Learning for Remote Sensing Data


Aug 02, 2021
Konrad Heidler , Lichao Mou , Di Hu , Pu Jin , Guangyao Li , Chuang Gan , Ji-Rong Wen , Xiao Xiang Zhu

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Log-Polar Space Convolution for Convolutional Neural Networks


Jul 26, 2021
Bing Su , Ji-Rong Wen


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Pre-Trained Models: Past, Present and Future


Jun 15, 2021
Xu Han , Zhengyan Zhang , Ning Ding , Yuxian Gu , Xiao Liu , Yuqi Huo , Jiezhong Qiu , Liang Zhang , Wentao Han , Minlie Huang , Qin Jin , Yanyan Lan , Yang Liu , Zhiyuan Liu , Zhiwu Lu , Xipeng Qiu , Ruihua Song , Jie Tang , Ji-Rong Wen , Jinhui Yuan , Wayne Xin Zhao , Jun Zhu


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Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-$N$ Recommendation


Jun 12, 2021
Hui Wang , Kun Zhou , Wayne Xin Zhao , Jingyuan Wang , Ji-Rong Wen

* 26 pages 

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