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JudgeMoE: Distributional Aggregation for LLM-as-a-Judge

arXiv:2610.07109v1 Announce Type: new Abstract: When an LLM judge scores an output, its score distribution retains uncertainty and disagreement information that is lost after scalar compression. We introduce JudgeMoE, a lightweight aggregator that assigns example-specific weights to cached judge sc…

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  1. 2026-10-07 04:00 · arXiv cs.CL
    JudgeMoE: Distributional Aggregation for LLM-as-a-Judge

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