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News/AURA: Adaptive Uncertainty-aware Refinement for LLM-as-a-Judge Auditing
arxiv
PublishedJune 20, 2026 at 4:00 AM
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AURA: Adaptive Uncertainty-aware Refinement for LLM-as-a-Judge Auditing

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arXiv:2606.19714v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used as judges for open-ended generation, as large-scale human evaluation is often expensive and difficult to scale, yet their preferences remain imperfect proxies for human judgment. Existing auditing pi

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