Haitao Li

71 papers A* 14A 3Journal 43Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs.
CoRR
Xuancheng Li, Haitao Li, Yujia Zhou, Qingyao Ai, Yiqun Liu
2026 A* conf
Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation.
AAAI
Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Yujia Zhou, Dingbo Yuan, Xudong Wang, Jun Zhou, Yiqun Liu, Min Zhang, Shaoping Ma, Qingyao Ai
2026 J jnl
Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs.
CoRR
Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai
2026 J jnl
Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions.
CoRR
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
2026 J jnl
LegalOne: A Family of Foundation Models for Reliable Legal Reasoning.
CoRR
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
2026 J jnl
MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop.
CoRR
Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai
2026 J jnl
Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction.
CoRR
Junjie Chen, Haitao Li, Qilei Zhang, Zhenghua Li, Ya Zhang, Quan Zhou, Cheng Luo, Yiqun Liu, Dongsheng Guo, Qingyao Ai
2026 A* conf
Simulating Dispute Mediation with LLM-Based Agents for Legal Research.
AAAI
Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai
2025 — conf
ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs.
SIGIR-AP
Xuancheng Li, Haitao Li, Yujia Zhou, Qingyao Ai, Yiqun Liu
2025 A* conf
BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models.
AAAI
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu
2025 — conf
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges.
ACL (1)
Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu
2025 J jnl
CaseGen: A Benchmark for Multi-Stage Legal Case Documents Generation.
CoRR
Haitao Li, Jiaying Ye, Yiran Hu, Jia Chen, Qingyao Ai, Yueyue Wu, Junjie Chen, Yifan Chen, Cheng Luo, Quan Zhou, Yiqun Liu
2025 J jnl
Chinese Court Simulation with LLM-Based Agent System.
CoRR
Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Qingyao Ai, Yiqun Liu
2025 A* conf
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment.
AAAI
Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu
2025 A* conf
Decoupling Knowledge and Context: An Efficient and Effective Retrieval Augmented Generation Framework via Cross Attention.
WWW
Qian Dong, Qingyao Ai, Hongning Wang, Yiding Liu, Haitao Li, Weihang Su, Yiqun Liu, Tat-Seng Chua, Shaoping Ma
2025 J jnl
Deep Research: A Systematic Survey.
CoRR
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
2025 J jnl
Enhancing LLM-Based Agents via Global Planning and Hierarchical Execution.
CoRR
Junjie Chen, Haitao Li, Jingli Yang, Yiqun Liu, Qingyao Ai
2025 A conf
JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.
CIKM
Zongyue Xue, Siyuan Zheng, Shaochun Wang, Yiran Hu, Yuxin Yao, Shengran Wang, Haitao Li, Qingyao Ai, Yiqun Liu, Yun Liu, Weixing Shen
2025 J jnl
JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference.
CoRR
Zongyue Xue, Siyuan Zheng, Shaochun Wang, Yiran Hu, Shenran Wang, Yuxin Yao, Haitao Li, Qingyao Ai, Yiqun Liu, Yun Liu, Weixing Shen
2025 J jnl
LLMs on Trial: Evaluating Judicial Fairness for Large Language Models.
CoRR
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
2025 — conf
LegalAgentBench: Evaluating LLM Agents in Legal Domain.
ACL (1)
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
2025 A* conf
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation.
SIGIR
Haitao Li, Yifan Chen, Yiran Hu, Qingyao Ai, Junjie Chen, Xiaoyu Yang, Jianhui Yang, Yueyue Wu, Zeyang Liu, Yiqun Liu
2025 J jnl
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation.
CoRR
Haitao Li, Yifan Chen, Yiran Hu, Qingyao Ai, Junjie Chen, Xiaoyu Yang, Jianhui Yang, Yueyue Wu, Zeyang Liu, Yiqun Liu
2025 J jnl
OpenReward: Learning to Reward Long-form Agentic Tasks via Reinforcement Learning.
CoRR
Ziyou Hu, Zhengliang Shi, Minghang Zhu, Haitao Li, Teng Sun, Pengjie Ren, Suzan Verberne, Zhaochun Ren
2025 J jnl
Overview of the NTCIR-18 Automatic Evaluation of LLMs (AEOLLM) Task.
CoRR
Junjie Chen, Haitao Li, Zhumin Chu, Yiqun Liu, Qingyao Ai
2025 — conf
Overview of the NTCIR-18 Automatic Evaluation of LLMs(AEOLLM) Task.
NTCIR
Junjie Chen, Haitao Li, Zhumin Chu, Yiqun Liu, Qingyao Ai
2025 — conf
Overview of the NTCIR-18 FairWeb-2 Task.
NTCIR
Sijie Tao, Tetsuya Sakai, Junjie Wang, Hanpei Fang, Yuxiang Zhang, Haitao Li, Yiteng Tu, Nuo Chen, Maria Maistro
2025 J jnl
PoAct: Policy and Action Dual-Control Agent for Generalized Applications.
CoRR
Guozhi Yuan, Youfeng Liu, Jingli Yang, Wei Jia, Kai Lin, Yansong Gao, Shan He, Zilin Ding, Haitao Li
2025 J jnl
Pre-training for Legal Case Retrieval Based on Inter-Case Distinctions.
ACM Trans. Inf. Syst.
Weihang Su, Qingyao Ai, Yueyue Wu, Anzhe Xie, Changyue Wang, Yixiao Ma, Haitao Li, Zhijing Wu, Yiqun Liu, Min Zhang
2025 A* conf
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions.
SIGIR
Jia Chen, Qian Dong, Haitao Li, Xiaohui He, Yan Gao, Shaosheng Cao, Yi Wu, Ping Yang, Chen Xu, Yao Hu, Qingyao Ai, Yiqun Liu
2025 J jnl
Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions.
CoRR
Jia Chen, Qian Dong, Haitao Li, Xiaohui He, Yan Gao, Shaosheng Cao, Yi Wu, Ping Yang, Chen Xu, Yao Hu, Qingyao Ai, Yiqun Liu
2025 A* conf
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation.
EMNLP
Qian Dong, Jia Chen, Qingyao Ai, Hongning Wang, Haitao Li, Yi Wu, Yao Hu, Yiqun Liu, Shaoping Ma
2025 J jnl
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation.
CoRR
Qian Dong, Jia Chen, Qingyao Ai, Hongning Wang, Haitao Li, Yi Wu, Yao Hu, Yiqun Liu, Shaoping Ma
2025 J jnl
Simulating Dispute Mediation with LLM-Based Agents for Legal Research.
CoRR
Junjie Chen, Haitao Li, Minghao Qin, Yujia Zhou, Yanxue Ren, Wuyue Wang, Yiqun Liu, Yueyue Wu, Qingyao Ai
2025 — conf
THUIR at the NTCIR-18 FairWeb-2 Task.
NTCIR
Huixue Su, Haitao Li, Yiteng Tu, Qingyao Ai, Yiqun Liu
2024 J jnl
An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation.
CoRR
Junjie Chen, Weihang Su, Zhumin Chu, Haitao Li, Qinyao Ai, Yiqun Liu, Min Zhang, Shaoping Ma
2024 J jnl
An Intent Taxonomy of Legal Case Retrieval.
ACM Trans. Inf. Syst.
Yunqiu Shao, Haitao Li, Yueyue Wu, Yiqun Liu, Qingyao Ai, Jiaxin Mao, Yixiao Ma, Shaoping Ma
2024 A conf
Automatic Large Language Model Evaluation via Peer Review.
CIKM
Zhumin Chu, Qingyao Ai, Yiteng Tu, Haitao Li, Yiqun Liu
2024 J jnl
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models.
CoRR
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu, Chong Chen, Qi Tian
2024 J jnl
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges.
CoRR
Haitao Li, Junjie Chen, Qingyao Ai, Zhumin Chu, Yujia Zhou, Qian Dong, Yiqun Liu
2024 J jnl
DELTA: Pre-train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment.
CoRR
Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu, Chong Chen, Qi Tian
2024 J jnl
Evaluation Ethics of LLMs in Legal Domain.
CoRR
Ruizhe Zhang, Haitao Li, Yueyue Wu, Qingyao Ai, Yiqun Liu, Min Zhang, Shaoping Ma
2024 J jnl
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.
CoRR
Haitao Li, Qian Dong, Junjie Chen, Huixue Su, Yujia Zhou, Qingyao Ai, Ziyi Ye, Yiqun Liu
2024 A* conf
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset.
SIGIR
Haitao Li, Yunqiu Shao, Yueyue Wu, Qingyao Ai, Yixiao Ma, Yiqun Liu
2024 J jnl
LegalAgentBench: Evaluating LLM Agents in Legal Domain.
CoRR
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
2024 A* conf
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models.
NeurIPS
Haitao Li, You Chen, Qingyao Ai, Yueyue Wu, Ruizhe Zhang, Yiqun Liu
2024 J jnl
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models.
CoRR
Haitao Li, You Chen, Qingyao Ai, Yueyue Wu, Ruizhe Zhang, Yiqun Liu
2024 J jnl
PRE: A Peer Review Based Large Language Model Evaluator.
CoRR
Zhumin Chu, Qingyao Ai, Yiteng Tu, Haitao Li, Yiqun Liu
2024 — conf
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval.
JSAI-isAI
Haitao Li, You Chen, Zhekai Ge, Qingyao Ai, Yiqun Liu, Quan Zhou, Shuai Huo
2024 J jnl
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval.
CoRR
Haitao Li, You Chen, Zhekai Ge, Qingyao Ai, Yiqun Liu, Quan Zhou, Shuai Huo
2024 A* conf
Unsupervised Large Language Model Alignment for Information Retrieval via Contrastive Feedback.
SIGIR
Qian Dong, Yiding Liu, Qingyao Ai, Zhijing Wu, Haitao Li, Yiqun Liu, Shuaiqiang Wang, Dawei Yin, Shaoping Ma
2023 J jnl
Aligning the Capabilities of Large Language Models with the Context of Information Retrieval via Contrastive Feedback.
CoRR
Qian Dong, Yiding Liu, Qingyao Ai, Zhijing Wu, Haitao Li, Yiqun Liu, Shuaiqiang Wang, Dawei Yin, Shaoping Ma
2023 J jnl
An Intent Taxonomy of Legal Case Retrieval.
CoRR
Yunqiu Shao, Haitao Li, Yueyue Wu, Yiqun Liu, Qingyao Ai, Jiaxin Mao, Yixiao Ma, Shaoping Ma
2023 J jnl
Caseformer: Pre-training for Legal Case Retrieval.
CoRR
Weihang Su, Qingyao Ai, Yueyue Wu, Yixiao Ma, Haitao Li, Yiqun Liu
2023 A* conf
Constructing Tree-based Index for Efficient and Effective Dense Retrieval.
SIGIR
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
2023 J jnl
Constructing Tree-based Index for Efficient and Effective Dense Retrieval.
CoRR
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
2023 A conf
I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval.
CIKM
Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma
2023 J jnl
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval.
CoRR
Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma
2023 J jnl
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset.
CoRR
Haitao Li, Yunqiu Shao, Yueyue Wu, Qingyao Ai, Yixiao Ma, Yiqun Liu
2023 — conf
Overview of the NTCIR-17 Session Search (SS-2) Task.
NTCIR
Haitao Li, Jia Chen, Jiannan Wang, Weihang Su, Qingyao Ai, Xinyan Han, Beining Wang, Yiqun Liu
2023 A* conf
SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval.
SIGIR
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian
2023 J jnl
SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval.
CoRR
Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian
2023 A* conf
T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking.
SIGIR
Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma
2023 J jnl
T2Ranking: A large-scale Chinese Benchmark for Passage Ranking.
CoRR
Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma
2023 J jnl
THUIR at WSDM Cup 2023 Task 1: Unbiased Learning to Rank.
CoRR
Jia Chen, Haitao Li, Weihang Su, Qingyao Ai, Yiqun Liu
2023 — conf
THUIR at the NTCIR-17 FairWeb-1 Task: An Initial Exploration of the Relationship Between Relevance and Fairness.
NTCIR
Yiteng Tu, Haitao Li, Zhumin Chu, Qingyao Ai, Yiqun Liu
2023 J jnl
THUIR@COLIEE 2023: Incorporating Structural Knowledge into Pre-trained Language Models for Legal Case Retrieval.
CoRR
Haitao Li, Weihang Su, Changyue Wang, Yueyue Wu, Qingyao Ai, Yiqun Liu
2023 J jnl
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment.
CoRR
Haitao Li, Changyue Wang, Weihang Su, Yueyue Wu, Qingyao Ai, Yiqun Liu
2023 — conf
THUIR_SS at the NTCIR-17 Session Search (SS) Task.
NTCIR
Xinyan Han, Yiteng Tu, Haitao Li, Qingyao Ai, Yiqun Liu
2023 J jnl
Towards Better Web Search Performance: Pre-training, Fine-tuning and Learning to Rank.
CoRR
Haitao Li, Jia Chen, Weihang Su, Qingyao Ai, Yiqun Liu
2022 — conf
THUIR at the NTCIR-16 WWW-4 Task.
NTCIR
Shenghao Yang, Haitao Li, Zhumin Chu, Jingtao Zhan, Yiqun Liu, Min Zhang, Shaoping Ma