JudgeBiasBench measures 12 LLM-judge bias types under a 4-dimension taxonomy, and bias-aware GRPO/InfoNCE training cuts BSR substantially while preserving general evaluation performance.
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Toward Robust LLM-Based Judges: Taxonomic Bias Evaluation and Debiasing Optimization
JudgeBiasBench measures 12 LLM-judge bias types under a 4-dimension taxonomy, and bias-aware GRPO/InfoNCE training cuts BSR substantially while preserving general evaluation performance.