Machine Unlearning for Large Language Models: Foundations, Advances, and Agentic Extensions

Xiaoyu Xu, Minxin Du, Li Bai +8

Machine unlearning aims to remove target influence while preserving other capabilities. This survey compares methods, benchmarks, and evidence across large language models and syst…