Benchmarking LLMs via Uncertainty Quantification

Item #:

079017-0491

Details

DOI: https://doi.org/10.52202/079017-0491
Author(s): Jianhui Pang, Shuming Shi, Zhaopeng Tu, Longyue Wang, Derek Wong, Mingming Yang, Fanghua Ye, Emine Yilmaz
Pages: 15356-15385 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0491
Author(s): Jianhui Pang, Shuming Shi, Zhaopeng Tu, Longyue Wang, Derek Wong, Mingming Yang, Fanghua Ye, Emine Yilmaz
Pages: 15356-15385 (30 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)