@inproceedings{huang-etal-2025-empirical, title = "An Empirical Study of {LLM}-as-a-Judge for {LLM} Evaluation: Fine-tuned Judge Model is not a General Substitute for {GPT}-4", author = "Huang, Hui and Bu, Xingyuan and Zhou, Hongli and Qu, Yingqi and Liu, Jing and Yang, Muyun and Xu, Bing and Zhao, Tiejun", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/mtsummit-25-ingestion/2025.findings-acl.306/", doi = "10.18653/v1/2025.findings-acl.306", pages = "5880--5895", ISBN = "979-8-89176-256-5" }