2026
Multilingual Unlearning in LLMs: Transfer, Dynamics, and Reversibility
ICML 2026poster
Large language models (LLMs) can memorize sensitive facts, motivating *unlearning* methods that remove targeted knowledge without costly retraining. However, unlearning research remains heavily English-centric. We study multilingual unlearning by extending the TOFU benchmark to five languages, and f…