SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection

Item #:

079017-3102

Details

DOI: https://doi.org/10.52202/079017-3102
Author(s): Baotian Hu, Dongfang Li, Liangxin Liu, Xuebo Liu, Ziyi Wang, Derek Wong, Min Zhang
Pages: 97800-97825 (26 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/10.52202/079017-3102
Author(s): Baotian Hu, Dongfang Li, Liangxin Liu, Xuebo Liu, Ziyi Wang, Derek Wong, Min Zhang
Pages: 97800-97825 (26 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)