Self- and Other-Labels Induce Bidirectional Bias in LLM Judges
This work makes two contributions: 1) authorship attribution is a distinct driver of evaluation bias, and 2) open-ended, ground-truth-free tasks can serve as controlled instruments for studying LLM judge behavior.
Songeun Chae, Min Kim, Donghoon Jung et al.
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