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Obtain the ⌈(n+1)(1−α)⌉ n quantile of{si}n i=1: ˆq = inf n q : |{i:si≤q}| n ≥ ⌈(n+1)(1−α)⌉ n o = s⌈(n+1)(1−α)⌉

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cs.CL 1

years

2025 1

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REJECT 1

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SConU: Selective Conformal Uncertainty in Large Language Models

cs.CL · 2025-04-19 · reject · novelty 4.0

Selective Conformal Uncertainty (SConU) filters test questions with a conformal outlier test before prediction, and SConU-Pro refines that test, aiming to preserve coverage in large language model question answering.

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  • SConU: Selective Conformal Uncertainty in Large Language Models cs.CL · 2025-04-19 · reject · none · ref 3

    Selective Conformal Uncertainty (SConU) filters test questions with a conformal outlier test before prediction, and SConU-Pro refines that test, aiming to preserve coverage in large language model question answering.