Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness

Item #:

085713-3113

Details

DOI: https://doi.org/10.52202/085713-3113
Author(s): Rongzhe Wei, Peizhi Niu, Hans Hao-Hsun Hsu, Ruihan Wu, Haoteng Yin, Mohsen Ghassemi, Yifan Li, Vamsi Potluru, Eli Chien, Kamalika Chaudhuri, Olgica Milenkovic, Pan Li
Pages: 103273-103311 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-3113
Author(s): Rongzhe Wei, Peizhi Niu, Hans Hao-Hsun Hsu, Ruihan Wu, Haoteng Yin, Mohsen Ghassemi, Yifan Li, Vamsi Potluru, Eli Chien, Kamalika Chaudhuri, Olgica Milenkovic, Pan Li
Pages: 103273-103311 (39 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)