The Frontier of Data Erasure: Machine Unlearning for Large Language
Models

The Frontier of Data Erasure: Machine Unlearning for Large Language Models

23 March 2024

Ming Ding

Kanchana Thilakarathna

Dusit Niyato

Papers citing "The Frontier of Data Erasure: Machine Unlearning for Large Language Models"

7 / 7 papers shown

Title
Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang Alex Su Xiang Wang Xiangnan He MU KELM 97 6 0 30 Nov 2024
RESTOR: Knowledge Recovery through Machine Unlearning Keivan Rezaei Khyathi Raghavi Chandu S. Feizi Yejin Choi Faeze Brahman Abhilasha Ravichander KELM CLL MU 53 0 0 31 Oct 2024
Position: LLM Unlearning Benchmarks are Weak Measures of Progress Pratiksha Thaker Shengyuan Hu Neil Kale Yash Maurya Zhiwei Steven Wu Virginia Smith MU 45 10 0 03 Oct 2024
MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts Tianle Gu Kexin Huang Ruilin Luo Yuanqi Yao Yujiu Yang Yan Teng Yingchun Wang MU 21 4 0 18 Sep 2024
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models Haoyu Tang Ye Liu Xukai Liu Xukai Liu Yanghai Zhang Kai Zhang Xiaofang Zhou Enhong Chen MU 57 3 0 25 Jul 2024
Who's Harry Potter? Approximate Unlearning in LLMs Ronen Eldan M. Russinovich MU MoMe 101 171 0 03 Oct 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 145 110 0 04 Oct 2022