@article{benchmarkingllmsviauncertainty, 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}, url = {https://arxiv.org/abs/2401.12794v3}, }