Evidence-Based Prompting Strategies for LLM-as-a-Judge: Explanations and Chain-of-Thought

When LLMs are used as evaluators, two design choices often determine the quality and usefulness of their judgments: whether to require explanations for decisions, and whether to use explicit chain-of-thought…