Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models 事件

Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models arXiv:2510.17620v2 Announce Type: replace Abstract: Large language models may encode sensitive information or outdated knowledge that needs to be removed, to ensure responsible and compliant model responses. Unlearning has emerged as an efficient alternative to full retraining, aiming to remove specific knowledge while preserving overall model utility. Existing evaluations of unlearning methods focus on (1) the