Contrastive decoding reduces score-range sensitivity in LLM judges for summarization and raises average Spearman correlation with human ratings by up to 11.7 percent across different score ranges.
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Contrastive Decoding Mitigates Score Range Bias in LLM-as-a-Judge
Contrastive decoding reduces score-range sensitivity in LLM judges for summarization and raises average Spearman correlation with human ratings by up to 11.7 percent across different score ranges.