Localize-Then-Decide Guarantees for LLM Judgments

Xinyu Li, Yi Zhou, Guanqun Cao +3

Large language models (LLMs) are increasingly used as evaluators to assess output quality and preference alignment, yet providing reliable guarantees of agreement with human judgme…