2026
Domain-Shift-Aware Conformal Prediction for Large Language Models
ICML 2026poster
Large language models have achieved impressive performance across diverse tasks. However, their tendency to produce overconfident and factually incorrect outputs, known as hallucinations, poses risks in real world applications. Conformal prediction provides finite-sample, distribution-free coverage …