@misc{ye2024benchmarking, title={Benchmarking LLMs via Uncertainty Quantification}, author={Fanghua Ye and Mingming Yang and Jianhui Pang and Longyue Wang and Derek F. Wong and Emine Yilmaz and Shuming Shi and Zhaopeng Tu}, year={2024}, eprint={2401.12794}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2401.12794} }