Machine Unlearning for Large Language Models: A Survey

Zheyuan Liu, Guangyao Dou, Zhaoxuan Tan, Yijun Tian, Meng Jiang

Abstract

Surveys machine unlearning techniques for LLMs including methods for forgetting specific training data, complying with data deletion requests, and maintaining model utility.

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Cite This Resource

@article{llmsec202400016,
  title = {Machine Unlearning for Large Language Models: A Survey},
  author = {Zheyuan Liu and Guangyao Dou and Zhaoxuan Tan and Yijun Tian and Meng Jiang},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2405.15152},
}