Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation

Qinhong Lin, Linna Zhou, Zhongliang Yang +1

Large Language Models (LLMs) display formidable capabilities in generative tasks but also pose potential risks due to their tendency to generate hallucinatory responses. Uncertaint…