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Qiu-Shui Xu

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#machine learning Preprint Oct 2026

VERA: Verdict-Conditioned Reliability for Adaptive LLM Judges

This work proposes VERA, a VErdict-conditioned Reliability Axis that estimates reliability from hidden activations by distinguishing correct from incorrect judgments within each predicted-verdict group within each predicted-verdict group.

Qiu-Shui Xu, S. Razak, Tao Yuan et al. · 0 citations

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