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The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs , author= · 2025

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STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems

cs.LG · 2026-05-04 · unverdicted · novelty 5.0

STABLEVAL produces stable AI system rankings by modeling latent correctness and annotator confusion rather than majority vote aggregation.

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STABLEVAL: Disagreement-Aware and Stable Evaluation of AI Systems cs.LG · 2026-05-04 · unverdicted · none · ref 26
STABLEVAL produces stable AI system rankings by modeling latent correctness and annotator confusion rather than majority vote aggregation.

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