Chain-of-Models: Cross-Model Auditing for Bias-Robust LLM Judges

Qian Wang, Zhanzhi Lou, Zhenheng Tang +2

LLMs increasingly serve as automated judges, but their judgments remain vulnerable to cognitive biases. Existing mitigations mostly rely on prompt-driven debiasing, which is brittl…