AI RESEARCH
LLM-as-Judge on a Budget
arXiv CS.LG
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ArXi:2602.15481v2 Announce Type: replace LLM-as-a-judge has emerged as a cornerstone technique for evaluating large language models by leveraging LLM reasoning to score prompt-response pairs. Since LLM judgments are stochastic, practitioners commonly query each pair multiple times to estimate mean scores accurately.