AI RESEARCH
MultiwayPAM: Multiway Partitioning Around Medoids for LLM-as-a-Judge Score Analysis
arXiv CS.LG
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ArXi:2603.10287v1 Announce Type: cross LLM-as-a-Judge is a flexible framework for text evaluation, which allows us to obtain scores for the quality of a given text from various perspectives by changing the prompt template. Two main challenges in using LLM-as-a-Judge are computational cost of LLM inference, especially when evaluating a large number of texts, and inherent bias of an LLM evaluator.