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20242026
most citedTowards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

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cs.AI2026

Quantifying and Understanding Uncertainty in Large Reasoning Models

Yangyi Li, Chenxu Zhao, Mengdi Huai

Large Reasoning Models (LRMs) have recently demonstrated significant improvements in complex reasoning. While quantifying generation uncertainty in LRMs is crucial, traditional met…