Domain-Shift-Aware Conformal Prediction for Large Language Models

Zhexiao Lin, Yuanyuan Li, Neeraj Sarna +2

Large language models have achieved impressive performance across diverse tasks. However, their tendency to produce overconfident and factually incorrect outputs, known as hallucin…