A multi-criteria prompting framework, where an LLM grades exactness, coverage, topicality, and contextual fit separately and then aggregates them, produces relevance judgments whose system rankings closely match human-made leaderboards.
Beyond topicality: A two stage view of relevance and the retrieval process
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Criteria-Based LLM Relevance Judgments
A multi-criteria prompting framework, where an LLM grades exactness, coverage, topicality, and contextual fit separately and then aggregates them, produces relevance judgments whose system rankings closely match human-made leaderboards.