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Judge Circuits Explain Format-Induced Inconsistency in LLM-as-a-Judge

Feldhus, Nils et al.
arXiv (All) · Papers
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computation-and-language
LLM-as-a-judge has become the dominant paradigm for grading model outputs at scale, yet the same model assigns systematically different scores when its output format changes (e.g., a 1-5 rating vs. a True/False label). Existing diagnoses of these format-induced inconsistencies stop at the input-outp
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