2025
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
NeurIPS 2025poster
Machine unlearning techniques aim to mitigate unintended memorization in large language models (LLMs). However, existing approaches predominantly focus on the explicit removal of isolated facts, often overlooking latent inferential dependencies and the non-deterministic nature of knowledge within LL…