AIBullisharXiv – CS AI · Apr 76/10
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Structured Multi-Criteria Evaluation of Large Language Models with Fuzzy Analytic Hierarchy Process and DualJudge
Researchers developed DualJudge, a new framework for evaluating large language models that combines structured Fuzzy Analytic Hierarchy Process (FAHP) with traditional direct scoring methods. The approach addresses inconsistent LLM evaluation by incorporating uncertainty-aware reasoning and achieved state-of-the-art performance on JudgeBench testing.