Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, andZhicheng Dou
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
Answer Complex Questions: Path Ranker Is All You Need
Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Pan Yu, Zhao Cao, Zhicheng Dou, Lei Chen
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
Modeling Intent Graph for Search Result Diversification
Zhan Su, Zhicheng Dou*,Yutao Zhu, Xubo Qin, and Ji-Rong Wen
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
In Proceedings of the 44th International ACM SIGIRConference on Research and Development in Information Retrieval (SIGIR ’21),July 11–15, 2021, Virtual Event, Canada
Contrastive Learning of User BehaviorSequence for Context-Aware Document Ranking
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou*, Zhengyi Ma, Xinyu Zhang, Pan Du,Xiaochen Zuo, and Hao Jiang
In Proceedings of the 30thACM International Conference on Information and Knowledge Management (CIKM ’21), November 1–5, 2021, Virtual Event, QLD, Australia
In Proceedings of the 30th ACM International Conference onInformation and Knowledge Management (CIKM ’21), November 1–5, 2021,Virtual Event, QLD, Australia
USER: A Unified Information Search and Recom-mendation Model based on Integrated Behavior Sequence
Jing Yao, Zhicheng Dou*, Ruobing Xie, Yanxiong Lu, Zhiping Wang and Ji-Rong Wen
In Proceedings ofthe 30th ACM International Conference on Information and Knowledge Man-agement (CIKM ’21), November 1–5, 2021, Virtual Event, QLD, Australia
In Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), November 1–5, 2021, Virtual Event, QLD, Australia
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling
Yujia Zhou, Zhicheng Dou*, Yutao Zhu, Ji-Rong Wen
In Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM ’21), November 1–5, 2021, Virtual Event, QLD, Australia
Yutao Zhu, Ruihua Song, Zhicheng Dou*, Jian-Yun Nie, and Jin Zhou
In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, {ACL} 2020, Online, July 5-10, 2020: 8647-8657 (ACL 2020) (CCF A)
Enhancing Re-finding Behavior with External Memories for Personalized Search
Yujia Zhou, Zhicheng Dou*, and Ji-Rong Wen
In Proceedings of the 21th ACM International Conference on Web Search and Data Mining (WSDM '20)
Leveraging Multi-token Entities in Document-level Named Entity Recognition
Anwen Hu, Zhicheng Dou*, Jian-Yun Nie, and Ji-Rong Wen
Proceedings of the thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020) (CCF A)
RLPer: A Reinforcement Learning Model for Personalized Search
Jing Yao, Zhicheng Dou*, Jun Xu, and Ji-Rong Wen
Proceedings of The Web Conference 2020, April 20--24, 2020, Taipei, Taiwan (WWW 2020) (CCF A)
Knowledge Enhanced Personalized Search
Shuqi Lu, Zhicheng Dou*, Chenyan Xiong, Xiaojie Wang and Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) (CCF A)
DVGAN: A Minimax Game for Search Result Diversification Combining Explicit and Implicit Features
Jiongnan Liu, Zhicheng Dou*, Xiaojie Wang, Shuqi Lu and Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) (CCF A)
Encoding History with Context-aware Representation Learning for Personalized Search
Yujia Zhou, Zhicheng Dou* and Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) (CCF A)
Employing Personal Word Embeddings for Personalized Search
Jing Yao, Zhicheng Dou* and Ji-Rong Wen
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) (CCF A)
Diversifying Search Results using Self-Attention Network
Xubo Qin, Zhicheng Dou* and Ji-Rong Wen
Proceedings of 29th ACM International Conference on Information and Knowledge Management (CIKM 2020) (CCF B)
PSTIE: Time Information Enhanced Personalized Search
Zhengyi Ma, Zhicheng Dou*, Guanyue Bian, and Ji-Rong Wen
Proceedings of 29th ACM International Conference on Information and Knowledge Management (CIKM 2020) (CCF B)
2019
Document-Level Named Entity Recognition by Incorporating Global and Neighbor Features
In Proceedings of the 24th ACM International on Conference on Information and Knowledge Management (CIKM \'15). ACM, New York, NY, USA, 63-72. DOI="http://dx.doi.org/10.1145/2806416.2806455" CCF B corresponding author
2014
Detecting and Monitoring Dynamic Content Blocks of a Web Page by Merging its Historical Versions
Shu Tang, Zhicheng Dou, Xing Xie, and Jun He
in SIGIR 2014 Workshop on Temporal, Social and Spatially-aware Information Access (TAIA2014), 2014
Personalizing Web Search Results Based on Subspace Projection
Proceedings of the 10th Asia Information Retrieval Society Conference (AIRS 2014)
Revisiting the Evaluation of Diversified Search Evaluation Metrics with User Preferences
Fei Chen, Yiqun Liu, Zhicheng Dou, Keyang Xu, Yujie Cao, Min Zhang, and Shaoping Ma
Proceedings of the 10th Asia Information Retrieval Society Conference (AIRS 2014)
论子话题粒度对搜索结果多样化算法的影响[J]
论子话题粒度对搜索结果多样化算法的影响[J]
中文信息学院, 2014, 31(4): 165-173.
2013
The Reusability of a Diversified Search Test Collection
Tetsuya Sakai, Zhicheng Dou, Ruihua song, and Noriko Kando
in Information Retrieval Technology (AIRS 2012), pages 26-38, Springer Berlin Heidelberg, 20 December 2012 (The Best Paper Award)
MSRA at NTCIR-10 1CLICK-2
Kazuya Narita, Tetsuya Sakai, Zhicheng Dou, and Young-In Song
in Proceedings of the 10th NTCIR Conference, 2013
Microsoft Research Asia at the NTCIR-10 Intent Task
Kosetsu Tsukuda, Zhicheng Dou, and Tetsuya Sakai
in Proceedings of the 10th NTCIR Conference, June 2013
Overview of the NTCIR-10 INTENT-2 Task
Tetsuya Sakai, Zhicheng Dou, Takehiro Yamamoto, Yiqun Liu, Min Zhang, and Ruihua Song
in Proceedings of the 10th NTCIR Conference, pages 94-123, June 18-21, 2013
Summary of the NTCIR-10 INTENT-2 Task: Subtopic Mining and Search Result Diversification
Tetsuya Sakai, Zhicheng Dou, Takehiro Yamamoto, Yiqun Liu, Min Zhang, Makoto Kato, Ruihua Song, and Mayu Iwata
in Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2013), pages 761 - 764, ACM, 2013 CCF A
The Impact of Intent Selection on Diversified Search Evaluation
Tetsuya Sakai, Zhicheng Dou, and Carles Clarke
in Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2013), pages 921-924, ACM, 2013 CCF A
Summaries、Ranked Retrieval and Sessions: A Unified Framework for Information Access Evaluation
Tetsuya Sakai and Zhicheng Dou
in Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval (SIGIR 2013), pages 473-482, ACM, 2013 (The Best Paper Runner-Up Award) CCF A
Mining Subtopics from Text Fragments for a Web Query
Qinglei Wang, Yanan Qian, Ruihua Song, Zhicheng Dou, Fan Zhang, Tetsuya Sakai, and Qinghua Zheng
in Information Retrieval 16(4) pages 484-503, 2013
Evaluating Heterogeneous Information Access
Ke Zhou, Tetsuya Sakai, Mounia Lalmas, Zhicheng Dou, and Joemon M. Jose
in ACM SIGIR 2013 Workshop on Modeling User Behavior for Information Access Evaluation,
Estimating Intent Types for Search Result Diversification
Kosetsu Tsukuda, Tetsuya Sakai, Zhicheng Dou, and Katsumi Tanaka
in Information Retrieval Technology, pages 25-37, Springer Berlin Heidelberg, 2013
Improving Web Search Ranking by Incorporating Structured Annotation of Queries
in Proceedings of EMNLP 2013, pages 468-478, October 2013 CCF B corresponding author
2011
Microsoft Research Asia at the NTCIR-9 Intent Task
Jialong Han, Qinglei Wang, Naoki Orii, Zhicheng Dou, Tetsuya Sakai, and Ruihua Song
in Proceedings of the 10th NTCIR Conference (NTCIR-9), National Institute of Informatics, 2011
Finding Dimensions for Queries
Zhicheng Dou
in Proceedings of the 20th ACM international conference on Information and knowledge management (CIKM 2011), pages 1311-1320, ACM, 2011 CCF B first author
Multi-dimensional Search Result Diversification
Zhicheng Dou, Sha Hu, Kun Chen, Ruihua Song, and Ji-Rong Wen
in Proceedings of the fourth ACM international conference on Web search and data mining (WSDM 2011), pages 475-484, ACM, February 2011 CCF B first author
2010
Learning Query Ambiguity Models by Using Search Logs
Ruihua Song, Zhicheng Dou, Hsiao-Wuen Hon, and Yong Yu
Journal of Computer Science and Technology, 25(4), pages 782-738, Springer, July 2010
Simple Evaluation Metrics for Diversified Search Results
Tetsuya Sakai, Nick Craswell, Ruihua Song, Stephen Robertson, Zhicheng Dou, and Chin-Yew Lin
in Proceedings of the Third International Workshop on Evaluating Information Access (EVIA), Volumn 26, pages 27, National Institute of Informatics, June 2010
2009
Evaluating the Effectiveness of Personalized Web Search
Zhicheng Dou, Ruihua Song, Ji-Rong Wen, and Xiaojie Yuan
in IEEE Transactions on Knowledge and Data Engineering (TKDE), 21(8), pages 1178-1190, IEEE computer Society Digital Library, Aug., 2009 CCF A first author
Using Anchor Texts with Their Hyperlink Structure for Web Search
Zhicheng Dou, Ruihua Song, Jian-Yun Nie, and Ji-Rong Wen
in Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval(SIGIR 2009), pages 227-234, ACM, July 2009 CCF A first author
Personalized Web Search
Ji-Rong Wen, Zhicheng Dou, and Ruihua Song
in Encyclopedia of Database Systems, pages 2099-2103, Springer-Verlag, New York, USA, September 2009
Microsoft Research Asia at the Web Track of TREC 2009
Zhicheng Dou, Kun Chen, Ruihua Song, Yunxiao Ma, Shuming Shi, and Ji-Rong Wen
in Proceedings of TREC 2009, November 2009
2008
Research on Distributed Index Mechanism for Large Dataset
Lu ZHANG, Xiao-jie YUAN, Fang LIU, and Zhicheng Dou
Personalized Web Search Based on Dynamic User Profile (一种基于动态用户模型的个性化Web搜索算法)
Xiaojie Yuan, Zhicheng Dou, Fang Liu, and Lu Zhang
in NDBC 2008: Proceedings of the 25th National Database Conference (In Chinese), 2008
Automatic User Goals Identification Based on Anchor Text and Click-through Data
Xiaojie Yuan, Zhicheng Dou, Lu Zhang, and Fang Liu
in Wuhan University Journal of Natural Sciences (WISA2008), 13(4), pages 495-500, 2008
Analysis of Query Repetition in a Large-scale Chinese Search Log (大规模中文搜索日志中查询重复性分析)
Zhicheng Dou, Xiaojie Yuan, and Songbai He
in Computer Engineering (In Chinese), Volumn 21, 2008
Are click-through data adequate for learning web search rankings?
Zhicheng Dou, Ruihua Song, Xiaojie Yuan, and Ji-Rong Wen
in Proceeding of the 17th ACM conference on Information and knowledge management (CIKM 2008), pages 73-82, ACM, New York, NY, USA, 2008 CCF B first author
2007
A large-scale evaluation and analysis of personalized search strategies
Zhicheng Dou, Ruihua Song, and Ji-Rong Wen
in Proceedings of the 16th international conference on World Wide Web (WWW2007), pages 581-590, ACM Press, New York, NY, USA, 2007
社会兼职
担任中文信息学会理事、中文信息学会信息检索专委会副主任、CCF大数据专家委员会秘书长。
担任ACM Transactions on Information Systems (TOIS)和Information Retrieval Journal编委，担任SIGIR 2023短文程序主席、 亚洲信息检索学术会议AIRS大会主席（2016）、程序委员会主席（2017），全国信息检索学术会议CCIR程序委员会主席（2020）、大会主席（2023）， NTCIR-16和NTCIR-17程序主席、中国大数据技术大会BDTC 2022程序主席等主席职务。
长期担任SIGIR、TheWebConf、KDD、ACL等重要学术会议的程序委员会高级委员或领域主席，以及AAAI、IJCAI、WSDM、CIKM、EMNLP等会议的程序委员会委员。组织ACM TOIS专题特刊《Pre-trained Models for Search and Recommendation》。