Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference

Item #:

079017-0400

Details

DOI: https://doi.org/10.52202/079017-0400
Author(s): Shiyu Chang, Jiabao Ji, Ramana Kompella, Gaowen Liu, Sijia Liu, Yujian Liu, Yang Zhang
Pages: 12581-12611 (31 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/10.52202/079017-0400
Author(s): Shiyu Chang, Jiabao Ji, Ramana Kompella, Gaowen Liu, Sijia Liu, Yujian Liu, Yang Zhang
Pages: 12581-12611 (31 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)