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Geometric Median

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04:00
2026-07-01
arxiv.org
large-language-models

RoPoLL: Robust Panel of LLM Judges

Researchers introduced RoPoLL, a robust panel of LLM judges that replaces standard consensus aggregation with a geometric median estimator, achieving unbounded bias resistance under contamination. In …

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RoPoLL 1 PoLL 1 LLM Jury 1 Huber contamination model 1 HelpSteer-2 1 Mistral-Large-3 1