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The Hong Kong University of Science and Technology (Guangzhou)
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Global sequence probabilities routinely mask fatal single-token hallucinations, but capturing localized uncertainty spikes along the decoding trajectory boosts calibration AUROC to 0.817 in a single pass without extra sampling.
