发表论文

发表论文

会议发表论文

  • Brain Topography Adaptive Satisfaction Modeling for Interactive Information Access.
    Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma.
    The 30th ACM International Conference on Multimedia. (MM 2022).
  • A Survey on Dropout Methods and Experimental Verification in Recommendation.
    Yangkun Li, Weizhi Ma, Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma, Yuekui Yang.
    IEEE Transactions on Knowledge and Data Engineering. (TKDE). Preprint Version.
  • A Survey on the Fairness of Recommender Systems.
    Yifan Wang, Weizhi Ma, Min Zhang, Yiqun Liu, Shaoping Ma.
    ACM Transactions on Information Systems. (TOIS). Preprint Version.
  • Make Fairness More Fair: Fair Item Utility Estimation and Exposure Re-distribution.
    Jiayin Wang, Weizhi Ma, Jiayu Li, Hongyu Lu, Min Zhang, Biao Li, Yiqun Liu, Peng Jiang, Shaoping Ma.
    The 28th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. (KDD 2022).
  • Towards Representation Alignment and Uniformity in Collaborative Filtering.
    Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma.
    The 28th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. (KDD 2022). Preprint Version.
  • Why Don’t You Click: Understanding Non-Click Results in Web Search with Brain Signals.
    Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuancheng Li, Jiaji Li, Xuesong Chen, Min Zhang and Shaoping Ma.
    The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2022). Preprint Version.
  • Incorporating Retrieva.
    Yixiao Ma, Qingyao Ai, Yueyue Wu, Yunqiu Shao, Yiqun Liu, Min Zhang and Shaoping Ma.
    The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2022).
  • Axiomatically Regularized Pre-training for Ad hoc Search.
    Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang and Shaoping Ma.
    The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2022). Preprint Version.
  • Recommendation Unlearning.
    Chong Chen, Fei Sun, Min Zhang, and Bolin Ding.
    The Web Conference 2022. (theWebConf 2022). Online Version
  • Explainable Neural Rule Learning.
    Shaoyun Shi, Yuexiang Xie, Zhen Wang, Bolin Ding, Yaliang Li, and Min Zhang.
    The Web Conference 2022. (theWebConf 2022). Online Version
  • Global or Local: Constructing Personalized Click Models for Web Search.
    Junqi Zhang, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma, and Qi Tian.
    The Web Conference 2022. (theWebConf 2022). Online Version
  • Towards a Better Understanding of Human Reading Comprehension with Brain Signals.
    Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, and Shaoping Ma.
    The Web Conference 2022. (theWebConf 2022). Online Version.
  • Web Search via an Efficient and Effective Brain-Machine Interface.
    Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, and Shaoping Ma.
    The 15th ACM International Conference on Web Search and Data Mining. (WSDM 2022). Preprint Version.
  • 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 and Xiuqiang He.
    The 15th ACM International Conference on Web Search and Data Mining. (WSDM 2022). Preprint Version.
  • Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval.
    Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang and Shaoping Ma.
    The 15th ACM International Conference on Web Search and Data Mining. (WSDM 2022). Preprint Version. Best Paper Award
  • WG4Rec: Modeling Textual Content with Word Graph for News Recommendation.
    Shaoyun Shi, Weizhi Ma, Zhen Wang, Min Zhang, Kun Fang, Jingfang Xu, Yiqun Liu, and Shaoping Ma.
    The 30th ACM International Conference on Information and Knowledge Management. (CIKM 2021). Preprint Version.
  • Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance.
    Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang and Shaoping Ma.
    The 30th ACM International Conference on Information and Knowledge Management. (CIKM 2021).
  • Evaluating Relevance Judgments with Pairwise Discriminative Power.
    Zhumin Chu, Jiaxin Mao, Fan Zhang, Yiqun Liu, Tetsuya Sakai, Min Zhang and Shaoping Ma.
    The 30th ACM International Conference on Information and Knowledge Management. (CIKM 2021). Preprint Version.
  • Incorporating Query Reformulating Behavior into Web Search Evaluation.
    Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang and Shaoping Ma.
    The 30th ACM International Conference on Information and Knowledge Management. (CIKM 2021). Preprint Version.
  • A Difficulty-Aware Framework forChurn Prediction and Intervention in Games.
    Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, and Shaoping Ma.
    The 27th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. (KDD 2021). Online Version.
  • LegalGNN: Legal Information Enhanced Graph Neural Network for Recommendation.
    Jun Yang, Weizhi Ma, Min Zhang, Xin Zhou, Yiqun Liu and Shaoping Ma.
    ACM Transactions on Information Systems (TOIS).
  • Privacy-Aware Remote Information Retrieval User Experiments Logging Tool.
    Hanyu Li, Hongyu Lu, Songhao Huang, Weizhi Ma, Min Zhang, Yiqun Liu, and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Demo Paper. (SIGIR 2021). Preprint Version.
  • Conversational vs Traditional: Comparing Search Behavior and Outcome in Legal Case Retrieval.
    Bulou Liu, Yueyue Wu, Yiqun Liu, Fan Zhang, Yunqiu Shao, Chenliang Li, Min Zhang and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2021).Preprint Version.
  • Investigating Session Search Behavior with Knowledge Graphs.
    Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Short Paper. (SIGIR 2021). Preprint Version.
  • LeCaRD: A Legal Case Retrieval Dataset for Chinese Law System.
    Yixiao Ma, Yunqiu Shao, Yueyue Wu, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2021). Preprint Version.
  • Optimizing Dense Retrieval Model Training with Hard Negatives.
    Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2021). Preprint Version.
  • Investigating User Behavior in Legal Case Retrieval.
    Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Min Zhang and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2021). Preprint Version.
  • Standing in Your Shoes: External Assessments for Personalized Recommender Systems.
    Honyu Lu, Weizhi Ma, Min Zhang, Maarten de Rijke, Yiqun Liu and Shaoping Ma.
    The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2021). Preprint Version.
  • User behavior modeling for Web search evaluation.
    Fan Zhang, Yiqun Liu, Jiaxin Mao, Min Zhang and Shaoping Ma.
    AI Open. Preprint Version.
  • A Hybrid Framework for Session Context Modeling.
    Jia Chen, Jiaxin Mao, Yiqun Liu, Ziyi Ye, Weizhi Ma, Chao Wang, Min Zhang and Shaoping Ma.
    ACM Transactions on Information Systems (TOIS).
  • Constructing a Comparison-based Click Model for Web Search.
    Ruizhe Zhang, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang and Shaoping Ma.
    The Web Conference 2021. (theWebConf 2021). Preprint Version.
  • Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation.
    Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang and Xiuqiang He.
    The Web Conference 2021. (theWebConf 2021). Preprint Version.
  • Towards a Better Understanding of Query Reformulation Behavior in Web Search.
    Jia Chen, Jiaxin Mao, Yiqun Liu, Fan Zhang, Min Zhang and Shaoping Ma.
    The Web Conference 2021. (theWebConf 2021). Preprint Version.
  • Graph Heterogeneous Multi-Relational Recommendation.
    Chong Chen, Weizhi Ma, Min Zhang, Zhaowei Wang, Xiuqiang He, Chenyang Wang, Yiqun Liu and Shaoping Ma.
    The 45th AAAI Conference on Artificial Intelligence. (AAAI 2021). Preprint Version.
  • Temporal Cross-Effects in Knowledge Tracing.
    Chenyang Wang, Weizhi Ma, Min Zhang, Chuancheng Lv, Fengyuan Wan, Huijie Lin, Taoran Tang, Yiqun Liu and Shaoping Ma.
    The 14th ACM International Conference on Web Search and Data Mining. (WSDM 2021). Preprint Version.
  • Lawformer: A pre-trained language model for Chinese legal long documents
    Chaojun Xiao, Xueyu Hu, Zhiyuan Liu, Cunchao Tu, Maosong Sun
    AI Open 2（2021）79-84
  • BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval
    Yunqiu Shao , Jiaxin Mao , Yiqun Liu∗ , Weizhi Ma , Ken Satoh, Min Zhang and Shaoping Ma
    Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20).
  • Retrieving Legal Cases from a Large-scale Candidate Corpus
    Yixiao Ma, Yunqiu Shao, Bulou Liu, Yiqun Liu, Min Zhang, and Shaoping Ma.
    Proceedings of COLIEE 2021 workshop: Competition on Legal Information Extraction/Entailment. (COLIEE 2021)
  • THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment
    Yunqiu Shao, Bulou Liu, Jiaxin Mao, Yiqun Liu, Min Zhang, and Shaoping Ma
    Fourteenth International Workshop on Juris-informatics(JURISIN 2020)
  • THUIR@AILA 2019: Information Retrieval Approaches for Identifying Relevant Precedents and Statutes
    Yunqiu Shao and Ziyi Ye.
    11th meeting of Forum for Information Retrieval Evaluation 2019 (FIRE 2019)
  • Towards Legal Case Retrieval.
    Yunqiu Shao.
    The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. Doctoral Consortium. (SIGIR 2020).
  • CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction
    Chaojun Xiao , Haoxi Zhong , Zhipeng Guo , Cunchao Tu , Zhiyuan Liu, Maosong Sun, Yansong Feng, Xianpei Han, Zhen Hu, Heng Wang, Jianfeng Xu.
  • Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction
    Haoxi Zhong, Yuzhong Wang, Cunchao Tu, Tianyang Zhang,Zhiyuan Liu, Maosong Sun
    The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)
  • JEC-QA: A Legal-Domain Question Answering Dataset
    Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun
    The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20)

期刊发表论文

  • Investigating human reading behavior during sentiment judgment.
    Xuesong Chen, Jiaxin Mao, Yiqun Liu, Min Zhang and Shaoping Ma.
    International Journal of Machine Learning and Cybernetics. Preprint Version.
  • From linear to non-linear: investigating the effects of right-rail results on complex SERPs.
    Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Min Zhang and Shaoping Ma.
    Advances in Computational Intelligence. Preprint Version.
  • Know Yourself: Physical and Psychological Self-awareness with Lifelog.
    Jiayu Li, Weizhi Ma, Min Zhang, Pengyu Wang, Yiqun Liu, and Shaoping Ma.
    Frontiers in Digital Health, 2021: 96. Online Version.
  • sInformation retrieval: a view from the Chinese IR community.
    Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang.
    Frontiers Comput. Sci. 15(1): 151601 (2021)
  • How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence
    Haoxi Zhong, Chaojun Xiao, Cunchao Tu , Tianyang Zhang , Zhiyuan Liu, Maosong Sun.
    arXiv:2004.12158v5 [cs.CL] 18 May 2020.
  • Legal Judgment Prediction via Topological Learning
    Haoxi Zhong, Zhipeng Guo, Cunchao Tu, Chaojun Xiao, Zhiyuan Liu, Maosong Sun
    Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pages 3540–3549
  • Automatic Judgment Prediction via Legal Reading Comprehension
    Shangbang Long, Cunchao Tu , Zhiyuan Liu, and Maosong Sun
    Springer Nature Switzerland AG 2019: CCL 2019, LNAI 11856, pp. 558–572, 2019.
  • Few-Shot Charge Prediction with Discriminative Legal Attributes
    Zikun Hu，Xiang Li，Cunchao Tu Zhiyuan Liu，Maosong Sun
    Proceedings of the 27th International Conference on Computational Linguistics, pages 487–498 Santa Fe, New Mexico, USA, August 20-26, 2018.