Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation

Qinhong Lin, Linna Zhou, Yinglun Feng +3

Large Language Models (LLMs) demonstrate remarkable capabilities in generative tasks but pose potential risks due to their tendency to generate hallucinatory responses. Therefore,…