A Survey of Uncertainty Estimation Methods on Large Language Models

Zhiqiu Xia, Jinxuan Xu, Yuqian Zhang +1

Large language models (LLMs) have demonstrated remarkable capabilities across various tasks. However, these models could offer biased, hallucinated, or non-factual responses camouf…