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Paul Thomas

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Book Open access Nov 2026

LLMJudge: Meta-Evaluating Automatic Relevance Judgments

Large language models (LLMs) are increasingly used to produce the relevance labels that underpin the evaluation of information retrieval (IR) and retrieval-augmented generation systems. Yet delegating relevance assessment to an LLM raises a meta-evaluation question that is hard to answer with existing resources: when,...

Hossein A. Rahmani, Clemencia Siro, Mohammad Aliannejadi et al. · 0 citations

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