Conformal prediction with paraphrase-aware scoring for LLM uncertainty quantification
Read the original at arxiv.org→arXiv:2610.04239v1 Announce Type: new Abstract: Uncertainty quantification (UQ) for large language models (LLMs) aims to provide reliable measures of predictive confidence, yet current methods are often unstable...
Original headline: "Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification"
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- Oct 6, 04:00 UTC arXiv cs.CL lead source Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification