Integrating Local and Global Entropy for Uncertainty Quantification in LLMs

Johanne Medina, Tianyi Zhou, Keivin Isufaj +2

Large language models hallucinate confidently, making uncertainty quantification (UQ) essential for reliable deployment. Existing methods rely predominantly on token-level signals,…