Haitao Li

According to our database, Haitao Li authored at least 56 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction.

Junjie Chen, Haitao Li, Qilei Zhang, Zhenghua Li, Ya Zhang, Quan Zhou, Cheng Luo, Yiqun Liu, Dongsheng Guo, Qingyao Ai

CoRR, February, 2026

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs.

Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai

CoRR, February, 2026

LegalOne: A Family of Foundation Models for Reliable Legal Reasoning.

Haitao Li, Yifan Chen, Shuo Miao, Qian Dong, Jia Chen, Yiran Hu, Junjie Chen, Minghao Qin, Yueyue Wu, Yujia Zhou, Qingyao Ai, Yiqun Liu, Cheng Luo, Quan Zhou, Ya Zhang, Jikun Hu

CoRR, February, 2026

MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop.

Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai

CoRR, January, 2026

Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions.

Yiran Hu, Huanghai Liu, Chong Wang, Kunran Li, Tien-Hsuan Wu, Haitao Li, Xinran Xu, Siqing Huo, Weihang Su, Ning Zheng, Siyuan Zheng, Qingyao Ai, Yun Liu, Renjun Bian, Yiqun Liu, Charles L. A. Clarke, Weixing Shen, Ben Kao

CoRR, January, 2026

Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation.

Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Simulating Dispute Mediation with LLM-Based Agents for Legal Research.

Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Deep Research: A Systematic Survey.

Zhengliang Shi, Yiqun Chen, Haitao Li, Weiwei Sun, Shiyu Ni, Yougang Lyu, Run-Ze Fan, Bowen Jin, Yixuan Weng, Minjun Zhu, Qiujie Xie, Xinyu Guo, Qu Yang, Jiayi Wu, Jujia Zhao, Xiaqiang Tang, Xinbei Ma, Cunxiang Wang, Jiaxin Mao, Qingyao Ai, Jen-tse Huang, Wenxuan Wang, Yue Zhang, Yiming Yang, Zhaopeng Tu, Zhaochun Ren

CoRR, December, 2025

OpenReward: Learning to Reward Long-form Agentic Tasks via Reinforcement Learning.

Ziyou Hu, Zhengliang Shi, Minghang Zhu, Haitao Li, Teng Sun, Pengjie Ren, Suzan Verberne, Zhaochun Ren

CoRR, October, 2025

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 Trans. Inf. Syst., September, 2025

JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.

Zongyue Xue, Siyuan Zheng, Shaochun Wang, Yiran Hu, Shenran Wang, Yuxin Yao, Haitao Li, Qingyao Ai, Yiqun Liu, Yun Liu, Weixing Shen

CoRR, September, 2025

Chinese Court Simulation with LLM-Based Agent System.

Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Qingyao Ai, Yiqun Liu

CoRR, August, 2025

LLMs on Trial: Evaluating Judicial Fairness for Large Language Models.

Yiran Hu, Zongyue Xue, Haitao Li, Siyuan Zheng, Qingjing Chen, Shaochun Wang, Xihan Zhang, Ning Zheng, Yun Liu, Qingyao Ai, Yiqun Liu, Charles L. A. Clarke, Weixing Shen

CoRR, July, 2025

Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution.

Junjie Chen, Haitao Li, Jingli Yang, Yiqun Liu, Qingyao Ai

CoRR, April, 2025

CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation.

Haitao Li, Jiaying Ye, Yiran Hu, Jia Chen, Qingyao Ai, Yueyue Wu, Junjie Chen, Yifan Chen, Cheng Luo, Quan Zhou, Yiqun Liu

CoRR, February, 2025

PoAct: Policy and Action Dual-Control Agent for Generalized Applications.

Guozhi Yuan, Youfeng Liu, Jingli Yang, Wei Jia, Kai Lin, Yansong Gao, Shan He, Zilin Ding, Haitao Li

CoRR, January, 2025

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, 2025

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, 2025

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, 2025

ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs.

Xuancheng Li, Haitao Li, Yujia Zhou, Qingyao Ai, Yiqun Liu

Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2025

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, 2025

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, 2025

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, 2025

SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation.

Qian Dong, Jia Chen, Qingyao Ai, Hongning Wang, Haitao Li, Yi Wu, Yao Hu, Yiqun Liu, Shaoping Ma

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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, 2025

LegalAgentBench: Evaluating LLM Agents in Legal Domain.

Haitao Li, Junjie Chen, Jingli Yang, Qingyao Ai, Wei Jia, Youfeng Liu, Kai Lin, Yueyue Wu, Guozhi Yuan, Yiran Hu, Wuyue Wang, Yiqun Liu, Minlie Huang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges.

Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment.

Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models.

Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

An Intent Taxonomy of Legal Case Retrieval.

Yunqiu Shao, Haitao Li, Yueyue Wu, Yiqun Liu, Qingyao Ai, Jiaxin Mao, Yixiao Ma, Shaoping Ma

ACM Trans. Inf. Syst., March, 2024

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.

Haitao Li, Qian Dong, Junjie Chen, Huixue Su, Yujia Zhou, Qingyao Ai, Ziyi Ye, Yiqun Liu

CoRR, 2024

An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation.

Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Qinyao Ai, Yiqun Liu, Min Zhang, Shaoping Ma

CoRR, 2024

DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment.

Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu, Chong Chen, Qi Tian

CoRR, 2024

BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models.

Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu, Chong Chen, Qi Tian

CoRR, 2024

Evaluation Ethics of LLMs in Legal Domain.

Ruizhe Zhang, Haitao Li, Yueyue Wu, Qingyao Ai, Yiqun Liu, Min Zhang, Shaoping Ma

CoRR, 2024

PRE: A Peer Review Based Large Language Model Evaluator.

Zhumin Chu, Qingyao Ai, Yiteng Tu, Haitao Li, Yiqun Liu

CoRR, 2024

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, 2024

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, 2024

LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models.

Haitao Li, You Chen, Qingyao Ai, Yueyue Wu, Ruizhe Zhang, Yiqun Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval.

Haitao Li, You Chen, Zhekai Ge, Qingyao Ai, Yiqun Liu, Quan Zhou, Shuai Huo

Proceedings of the New Frontiers in Artificial Intelligence, 2024

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, 2024

2023

Caseformer: Pre-training for Legal Case Retrieval.

Weihang Su, Qingyao Ai, Yueyue Wu, Yixiao Ma, Haitao Li, Yiqun Liu

CoRR, 2023

Aligning the Capabilities of Large Language Models with the Context of Information Retrieval via Contrastive Feedback.

Qian Dong, Yiding Liu, Qingyao Ai, Zhijing Wu, Haitao Li, Yiqun Liu, Shuaiqiang Wang, Dawei Yin, Shaoping Ma

CoRR, 2023

I^3 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

CoRR, 2023

THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment.

Haitao Li, Changyue Wang, Weihang Su, Yueyue Wu, Qingyao Ai, Yiqun Liu

CoRR, 2023

THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case Retrieval.

Haitao Li, Weihang Su, Changyue Wang, Yueyue Wu, Qingyao Ai, Yiqun Liu

CoRR, 2023

THUIR at WSDM Cup 2023 Task 1: Unbiased Learning to Rank.

Jia Chen, Haitao Li, Weihang Su, Qingyao Ai, Yiqun Liu

CoRR, 2023

Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.

Haitao Li, Jia Chen, Weihang Su, Qingyao Ai, Yiqun Liu

CoRR, 2023

T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking.

Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

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, 2023

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, 2023

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, 2023

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, 2023

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, 2023

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, 2023

2022

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, 2022