Huanghai Liu

According to our database, Huanghai Liu authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

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

PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice.

Yuzhen Shi, Huanghai Liu, Yiran Hu, Gaojie Song, Xinran Xu, Yubo Ma, Tianyi Tang, Li Zhang, Qingjing Chen, Di Feng, Wenbo Lv, Weiheng Wu, Kexin Yang, Sen Yang, Wei Wang, Rongyao Shi, Yuanyang Qiu, Yuemeng Qi, Jingwen Zhang, Xiaoyu Sui, Yifan Chen, Yi Zhang, An Yang, Bowen Yu, Dayiheng Liu, Junyang Lin, Weixing Shen, Bing Zhao, Charles L. A. Clarke, Hu Wei

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning.

Huanghai Liu, Quzhe Huang, Qingjing Chen, Yiran Hu, Jiayu Ma, Yun Liu, Weixing Shen, Yansong Feng

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

HCLeK: Hierarchical Compression of Legal Knowledge for Retrieval-Augmented Generation.

Jianhui Yang, Huanghai Liu, Mingruo Yuan, Yiran Hu, Yun Liu, Weixing Shen, Ben Kao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain.

Yiran Hu, Huanghai Liu, Qingjing Chen, Ning Zheng, Chong Wang, Yun Liu, Charles L. A. Clarke, Weixing Shen

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

2024

LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels.

Zongyue Xue, Huanghai Liu, Yiran Hu, Yuliang Qian, Yajing Wang, Kangle Kong, Chenlu Wang, Yun Liu, Weixing Shen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

LEEC: A Legal Element Extraction Dataset with an Extensive Domain-Specific Label System.

Zongyue Xue, Huanghai Liu, Yiran Hu, Kangle Kong, Chenlu Wang, Yun Liu, Weixing Shen

CoRR, 2023