Haitao Li

2026

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LegalKit: A Modular Toolkit for Efficient Legal AI Evaluation.
Shuo Miao|Haitao Li|Yueyue Wu|Qingyao Ai|Yiqun Liu
Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

2025

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Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions.
Weihang Su|Qingyao Ai|Yueyue Wu|Anzhe Xie|Changyue Wang|Yixiao Ma|Haitao Li|Zhijing Wu|Yiqun Liu|Min Zhang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 5
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JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.
Zongyue Xue|Siyuan Zheng|Shaochun Wang|Yiran Hu|Yuxin Yao|Shengran Wang|Haitao Li|Qingyao Ai|Yiqun Liu|Yun Liu|Weixing Shen
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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Overview of the NTCIR-18 Automatic Evaluation of LLMs(AEOLLM) Task.
Junjie Chen|Haitao Li|Zhumin Chu|Yiqun Liu|Qingyao Ai
Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2025, Tokyo, Japan, June 10-13, 2025
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THUIR at the NTCIR-18 FairWeb-2 Task.
Huixue Su|Haitao Li|Yiteng Tu|Qingyao Ai|Yiqun Liu
Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2025, Tokyo, Japan, June 10-13, 2025
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Overview of the NTCIR-18 FairWeb-2 Task.
Sijie Tao|Tetsuya Sakai|Junjie Wang|Hanpei Fang|Yuxiang Zhang|Haitao Li|Yiteng Tu|Nuo Chen|Maria Maistro
Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2025, Tokyo, Japan, June 10-13, 2025
doi dblp
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions.
Jia Chen|Qian Dong|Haitao Li|Xiaohui He|Yan Gao|Shaosheng Cao|Yi Wu|Ping Yang|Chen Xu|Yao Hu|Qingyao Ai|Yiqun Liu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation.
Haitao Li|Yifan Chen|Yiran Hu|Qingyao Ai|Junjie Chen|Xiaoyu Yang|Jianhui Yang|Yueyue Wu|Zeyang Liu|Yiqun Liu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention.
Qian Dong|Qingyao Ai|Hongning Wang|Yiding Liu|Haitao Li|Weihang Su|Yiqun Liu|Tat-Seng Chua|Shaoping Ma
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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An Intent Taxonomy of Legal Case Retrieval.
Yunqiu Shao|Haitao Li|Yueyue Wu|Yiqun Liu|Qingyao Ai|Jiaxin Mao|Yixiao Ma|Shaoping Ma
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
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Automatic Large Language Model Evaluation via Peer Review.
Zhumin Chu|Qingyao Ai|Yiteng Tu|Haitao Li|Yiqun Liu
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback.
Qian Dong|Yiding Liu|Qingyao Ai|Zhijing Wu|Haitao Li|Yiqun Liu|Shuaiqiang Wang|Dawei Yin|Shaoping Ma
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset.
Haitao Li|Yunqiu Shao|Yueyue Wu|Qingyao Ai|Yixiao Ma|Yiqun Liu
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

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I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval.
Qian Dong|Yiding Liu|Qingyao Ai|Haitao Li|Shuaiqiang Wang|Yiqun Liu|Dawei Yin|Shaoping Ma
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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Overview of the NTCIR-17 Session Search (SS-2) Task.
Haitao Li|Jia Chen|Jiannan Wang|Weihang Su|Qingyao Ai|Xinyan Han|Beining Wang|Yiqun Liu
Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2023, Tokyo, Japan, December 12-15, 2023
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THUIR_SS at the NTCIR-17 Session Search (SS) Task.
Xinyan Han|Yiteng Tu|Haitao Li|Qingyao Ai|Yiqun Liu
Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2023, Tokyo, Japan, December 12-15, 2023
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THUIR at the NTCIR-17 FairWeb-1 Task: An Initial Exploration of the Relationship Between Relevance and Fairness.
Yiteng Tu|Haitao Li|Zhumin Chu|Qingyao Ai|Yiqun Liu
Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2023, Tokyo, Japan, December 12-15, 2023
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SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval.
Haitao Li|Qingyao Ai|Jia Chen|Qian Dong|Yueyue Wu|Yiqun Liu|Chong Chen|Qi Tian
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Constructing Tree-based Index for Efficient and Effective Dense Retrieval.
Haitao Li|Qingyao Ai|Jingtao Zhan|Jiaxin Mao|Yiqun Liu|Zheng Liu|Zhao Cao
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking.
Feng Liu|Xiaohui Xie|Feng Liu|Xiaohui Xie|Qian Dong|Zhaoxiang Wang|Zhaoxiang Wang|Qian Dong|Changwang Zhang|Bingning Wang|Jun Wang|Feiyang Lv|Changwang Zhang|Bingning Wang|Ting Yao|Can Wang|Jun Wang|Feiyang Lv|Weinan Gan|Jiawei Chen|Ting Yao|Can Wang|Zhijing Wu|Weinan Gan|Jiawei Chen|Xiangsheng Li|Haitao Li|Yiqun Liu|Jin Ma
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

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THUIR at the NTCIR-16 WWW-4 Task.
Shenghao Yang|Haitao Li|Zhumin Chu|Jingtao Zhan|Yiqun Liu|Min Zhang|Shaoping Ma
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022