@misc{liu2024uncertainty, title={Uncertainty Estimation and Quantification for LLMs: A Simple Supervised Approach}, author={Linyu Liu and Yu Pan and Xiaocheng Li and Guanting Chen}, year={2024}, eprint={2404.15993}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2404.15993} }