Jiaxin Mao


2016

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THUIR at NTCIR-12 IMine Task
Zeyang Liu | Ye Chen | Rongjie Cai | Jiaxin Mao | Chao Wang | Cheng Luo | Xin Li | Yiqun Liu | Min Zhang | Huan-Bo Luan | Shaoping Ma
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, June 7-10, 2016

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When does Relevance Mean Usefulness and User Satisfaction in Web Search?
Jiaxin Mao | Yiqun Liu | Ke Zhou | Jian-Yun Nie | Jingtao Song | Min Zhang | Shaoping Ma | Jiashen Sun | Hengliang Luo
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

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How does Domain Expertise Affect Users' Search Processes in Exploratory Searches?
Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the Second International Workshop on Search as Learning, SAL 2016, co-located with the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 21st, 2016

2017

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Understanding and Predicting Usefulness Judgment in Web Search
Jiaxin Mao | Yiqun Liu | Huan-Bo Luan | Min Zhang | Shaoping Ma | Hengliang Luo | Yuntao Zhang
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

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Enhancing click models with mouse movement information
Zeyang Liu | Jiaxin Mao | Chao Wang | Qingyao Ai | Yiqun Liu | Jian-Yun Nie
2017 Volume 20 Issue 1

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ACM SIGIR Student Liaison Program
Mohammad Aliannejadi | Maram Hasanain | Jiaxin Mao | Jaspreet Singh | Johanne R. Trippas | Hamed Zamani | Laura Dietz
2017 Volume 51 Issue 3

2018

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Investigating Result Usefulness in Mobile Search
Jiaxin Mao | Yiqun Liu | Noriko Kando | Cheng Luo | Min Zhang | Shaoping Ma
Advances in Information Retrieval - 40th European Conference on IR Research, ECIR 2018, Grenoble, France, March 26-29, 2018, Proceedings

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Understanding Reading Attention Distribution during Relevance Judgement
Xiangsheng Li | Yiqun Liu | Jiaxin Mao | Zexue He | Min Zhang | Shaoping Ma
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Unbiased Learning to Rank: Theory and Practice
Qingyao Ai | Jiaxin Mao | Yiqun Liu | W. Bruce Croft
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Constructing an Interaction Behavior Model for Web Image Search
Xiaohui Xie | Jiaxin Mao | Maarten de Rijke | Ruizhe Zhang | Min Zhang | Shaoping Ma
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Constructing Click Models for Mobile Search
Jiaxin Mao | Cheng Luo | Min Zhang | Shaoping Ma
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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Towards Designing Better Session Search Evaluation Metrics
Mengyang Liu | Yiqun Liu | Jiaxin Mao | Cheng Luo | Shaoping Ma
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

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"Satisfaction with Failure" or "Unsatisfied Success": Investigating the Relationship between Search Success and User Satisfaction
Mengyang Liu | Yiqun Liu | Jiaxin Mao | Cheng Luo | Min Zhang | Shaoping Ma
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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Improving Session Search Performance with a Multi-MDP Model
Jia Chen | Yiqun Liu | Cheng Luo | Jiaxin Mao | Min Zhang | Shaoping Ma
Information Retrieval Technology - 14th Asia Information Retrieval Societies Conference, AIRS 2018, Taipei, Taiwan, November 28-30, 2018, Proceedings

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Unbiased Learning to Rank: Theory and Practice
Qingyao Ai | Jiaxin Mao | Yiqun Liu | W. Bruce Croft
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2018, Tianjin, China, September 14-17, 2018

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A Two-Stage Model for User's Examination Behavior in Mobile Search
Jiaxin Mao | Yiqun Liu | Noriko Kando | Zexue He | Min Zhang | Shaoping Ma
Proceedings of the 2018 Conference on Human Information Interaction and Retrieval, CHIIR 2018, New Brunswick, NJ, USA, March 11-15, 2018

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How Does Domain Expertise Affect Users' Search Interaction and Outcome in Exploratory Search?
Jiaxin Mao | Yiqun Liu | Noriko Kando | Min Zhang | Shaoping Ma
2018 Volume 36 Issue 4

2019

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THUIR at the NTCIR-14 WWW-2 Task
Yukun Zheng | Zhumin Chu | Xiangsheng Li | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
NII Testbeds and Community for Information Access Research - 14th International Conference, NTCIR 2019, Tokyo, Japan, June 10-13, 2019, Revised Selected Papers

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Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning
Junqi Zhang | Jiaxin Mao | Yiqun Liu | Ruizhe Zhang | Min Zhang | Shaoping Ma | Jun Xu | Qi Tian
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Improving Web Image Search with Contextual Information
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke | Qingyao Ai | Yufei Huang | Min Zhang | Shaoping Ma
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Investigating the Learning Process in Job Search: A Longitudinal Study
Jiaxin Mao | Damiano Spina | Sargol Sadeghi | Falk Scholer | Mark Sanderson
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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TianGong-ST: A New Dataset with Large-scale Refined Real-world Web Search Sessions
Jia Chen | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

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Human Behavior Inspired Machine Reading Comprehension
Yukun Zheng | Jiaxin Mao | Yiqun Liu | Zixin Ye | Min Zhang | Shaoping Ma
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Investigating Passage-level Relevance and Its Role in Document-level Relevance Judgment
Zhijing Wu | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Teach Machine How to Read: Reading Behavior Inspired Relevance Estimation
Xiangsheng Li | Jiaxin Mao | Chao Wang | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Towards Context-Aware Evaluation for Image Search
Yunqiu Shao | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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SIGIR 2019 Tutorial on Explainable Recommendation and Search
Yongfeng Zhang | Jiaxin Mao | Qingyao Ai
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Investigating Query Reformulation Behavior of Search Users
Jia Chen | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Information Retrieval - 25th China Conference, CCIR 2019, Fuzhou, China, September 20-22, 2019, Proceedings

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WWW'19 Tutorial on Explainable Recommendation and Search
Yongfeng Zhang | Jiaxin Mao | Qingyao Ai
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Grid-based Evaluation Metrics for Web Image Search
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke | Yunqiu Shao | Zixin Ye | Min Zhang | Shaoping Ma
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Investigating the Reliability of Click Models
Jiaxin Mao | Zhumin Chu | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2019, Santa Clara, CA, USA, October 2-5, 2019

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Constructing Click Model for Mobile Search with Viewport Time
Yukun Zheng | Jiaxin Mao | Yiqun Liu | Cheng Luo | Min Zhang | Shaoping Ma
2019 Volume 37 Issue 4

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Search Result Reranking with Visual and Structure Information Sources
Yiqun Liu | Junqi Zhang | Jiaxin Mao | Min Zhang | Shaoping Ma | Qi Tian | Yanxiong Lu | Leyu Lin
2019 Volume 37 Issue 3

2020

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Learning Better Representations for Neural Information Retrieval with Graph Information
Xiangsheng Li | Maarten de Rijke | Yiqun Liu | Jiaxin Mao | Weizhi Ma | Min Zhang | Shaoping Ma
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Neural Logic Reasoning
Shaoyun Shi | Hanxiong Chen | Weizhi Ma | Jiaxin Mao | Min Zhang | Yongfeng Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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Preference-based Evaluation Metrics for Web Image Search
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke | Haitian Chen | Min Zhang | Shaoping Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics
Fan Zhang | Jiaxin Mao | Yiqun Liu | Xiaohui Xie | Weizhi Ma | Min Zhang | Shaoping Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Cascade or Recency: Constructing Better Evaluation Metrics for Session Search
Fan Zhang | Jiaxin Mao | Yiqun Liu | Weizhi Ma | Min Zhang | Shaoping Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Investigating Reading Behavior in Fine-grained Relevance Judgment
Zhijing Wu | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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An Analysis of BERT in Document Ranking
Jingtao Zhan | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Modeling User Behavior for Vertical Search: Images, Apps and Products
Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Maarten de Rijke
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Information Retrieval - 26th China Conference, CCIR 2020, Xi'an, China, August 14-16, 2020, Proceedings

Information Retrieval - 26th China Conference, CCIR 2020, Xi'an, China, August 14-16, 2020, Proceedings

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Improving Search Snippets in Context-Aware Web Search Scenarios
Jia Chen | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
Information Retrieval - 26th China Conference, CCIR 2020, Xi'an, China, August 14-16, 2020, Proceedings

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Investigating Fine-Grained Usefulness Perception Process in Mobile Search
Yukun Zheng | Jiaxin Mao | Yiqun Liu | Xiaohui Xie | Min Zhang | Shaoping Ma
Information Retrieval - 26th China Conference, CCIR 2020, Xi'an, China, August 14-16, 2020, Proceedings

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A Context-Aware Click Model for Web Search
Jia Chen | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Investigating Examination Behavior in Mobile Search
Yukun Zheng | Jiaxin Mao | Yiqun Liu | Mark Sanderson | Min Zhang | Shaoping Ma
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Leveraging Passage-level Cumulative Gain for Document Ranking
Zhijing Wu | Jiaxin Mao | Yiqun Liu | Jingtao Zhan | Yukun Zheng | Min Zhang | Shaoping Ma
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Challenges in designing a brain-machine search interface
Yiqun Liu | Jiaxin Mao | Xiaohui Xie | Min Zhang | Shaoping Ma
2020 Volume 54 Issue 2

2021

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Incorporating Query Reformulating Behavior into Web Search Evaluation
Jia Chen | Yiqun Liu | Jiaxin Mao | Fan Zhang | Tetsuya Sakai | Weizhi Ma | Min Zhang | Shaoping Ma
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Evaluating Relevance Judgments with Pairwise Discriminative Power
Zhumin Chu | Jiaxin Mao | Fan Zhang | Yiqun Liu | Tetsuya Sakai | Min Zhang | Shaoping Ma
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling
Zeyang Liu | Ke Zhou | Jiaxin Mao | Max L. Wilson
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance
Jingtao Zhan | Jiaxin Mao | Yiqun Liu | Jiafeng Guo | Min Zhang | Shaoping Ma
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Investigating User Behavior in Legal Case Retrieval
Yunqiu Shao | Yueyue Wu | Yiqun Liu | Jiaxin Mao | Min Zhang | Shaoping Ma
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Optimizing Dense Retrieval Model Training with Hard Negatives
Jingtao Zhan | Jiaxin Mao | Yiqun Liu | Jiafeng Guo | Min Zhang | Shaoping Ma
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Investigating Session Search Behavior with Knowledge Graphs
Xiangsheng Li | Maarten de Rijke | Yiqun Liu | Jiaxin Mao | Weizhi Ma | Min Zhang | Shaoping Ma
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Constructing a Comparison-based Click Model for Web Search
Ruizhe Zhang | Xiaohui Xie | Jiaxin Mao | Yiqun Liu | Min Zhang | Shaoping Ma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Towards a Better Understanding of Query Reformulation Behavior in Web Search
Jia Chen | Jiaxin Mao | Yiqun Liu | Fan Zhang | Min Zhang | Shaoping Ma
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation
Xiangsheng Li | Jiaxin Mao | Weizhi Ma | Yiqun Liu | Min Zhang | Shaoping Ma | Zhaowei Wang | Xiuqiang He
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

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A Hybrid Framework for Session Context Modeling
Jia Chen | Jiaxin Mao | Yiqun Liu | Ziyi Ye | Weizhi Ma | Chao Wang | Min Zhang | Shaoping Ma
2021 Volume 39 Issue 3

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Unbiased Learning to Rank: Online or Offline?
Qingyao Ai | Tao Yang | Huazheng Wang | Jiaxin Mao
2021 Volume 39 Issue 2

2022

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A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation
Xiangsheng Li | Jiaxin Mao | Weizhi Ma | Zhijing Wu | Yiqun Liu | Min Zhang | Shaoping Ma | Zhaowei Wang | Xiuqiang He
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
Jingtao Zhan | Jiaxin Mao | Yiqun Liu | Jiafeng Guo | Min Zhang | Shaoping Ma
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Global or Local: Constructing Personalized Click Models for Web Search
Junqi Zhang | Yiqun Liu | Jiaxin Mao | Xiaohui Xie | Min Zhang | Shaoping Ma | Qi Tian
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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Learning Probabilistic Box Embeddings for Effective and Efficient Ranking
Lang Mei | Jiaxin Mao | Gang Guo | Ji-Rong Wen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022