PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations

Item #:

079017-0341

Details

DOI: https://doi.org/10.52202/079017-0341
Author(s): Renjun Hu, Kunzhe Huang, Jiatong Li, Wei Lin, Qi Liu, Xing Shi, Mengxiao Zhu, Yan Zhuang
Pages: 10679-10706 (28 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/10.52202/079017-0341
Author(s): Renjun Hu, Kunzhe Huang, Jiatong Li, Wei Lin, Qi Liu, Xing Shi, Mengxiao Zhu, Yan Zhuang
Pages: 10679-10706 (28 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)