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


Anthology ID:DBLP:conf/cikm/XueZWHYW0A0LS25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:6738-6742
URL:https://doi.org/10.1145/3746252.3761491
DOI:https://doi.org/10.1145/3746252.3761491
DBLP:conf/cikm/XueZWHYW0A0LS25
BibTeX:
@inproceedings{xue-2025-justeva, author = {Zongyue Xue and Siyuan Zheng and Shaochun Wang and Yiran Hu and Yuxin Yao and Shengran Wang and Haitao Li and Qingyao Ai and Yiqun Liu and Yun Liu and Weixing Shen}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{JustEva: A Toolkit to Evaluate LLM Fairness in Legal Knowledge Inference}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {6738--6742}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761491}, doi = {https://doi.org/10.1145/3746252.3761491} }