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Shashwat Pandey

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#small language model Open access Sep 2026

Judging the Judges: A Controlled Audit of Bias and Instability in LLM-as-Judge Evaluation

Large language models are now routinely asked to grade other large language models, a delegation of judgment that has become the default way organizations track progress on open-ended generation tasks where no single reference answer exists. The convenience of this arrangement is undeniable, but it does not remove the...

Shashwat Pandey · 0 citations
#small language model Open access Sep 2026

Judging the Judges: A Controlled Audit of Bias and Instability in LLM-as-Judge Evaluation

Large language models are now routinely asked to grade other large language models, a delegation of judgment that has become the default way organizations track progress on open-ended generation tasks where no single reference answer exists. The convenience of this arrangement is undeniable, but it does not remove the...

Shashwat Pandey · 0 citations

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