@inproceedings{ma-etal-2025-judging, title = "Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based {LLM}-as-Judge", author = "Ma, Chiyu and Zhang, Enpei and Zhao, Yilun and Liu, Wenjun and Jia, Yaning and Qing, Peijun and Shi, Lin and Cohan, Arman and Yan, Yujun and Vosoughi, Soroush", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.findings-emnlp.941/", pages = "17356--17392", ISBN = "979-8-89176-335-7" }