TOFU: A Task of Fictitious Unlearning for LLMs
Paper
• 2401.06121 • Published
• 20
Machine Unlearning
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The Frontier of Data Erasure: Machine Unlearning for Large Language Models
Paper • 2403.15779 • Published • 1 -
Machine Unlearning of Pre-trained Large Language Models
Paper • 2402.15159 • Published -
Rethinking Machine Unlearning for Large Language Models
Paper • 2402.08787 • Published • 3 -
SoK: Machine Unlearning for Large Language Models
Paper • 2506.09227 • Published -
Forget Unlearning: Towards True Data-Deletion in Machine Learning
Paper • 2210.08911 • Published -
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models
Paper • 2503.12545 • Published • 7 -
Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning
Paper • 2509.13755 • Published • 19 -
An Unlearning Framework for Continual Learning
Paper • 2509.17530 • Published • 1 -
Prompting Forgetting: Unlearning in GANs via Textual Guidance
Paper • 2504.01218 • Published -
Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges
Paper • 2311.15766 • Published