Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?

26 May 2025

Papers citing "Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?"

6 / 6 papers shown

Title
SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models Chih-Kai Yang Yen-Ting Piao Tzu-wen Hsu Szu-Wei Fu Zhehuai Chen ... Sung-Feng Huang Chao-Han Huck Yang Y. Wang Yun-Nung Chen Hung-yi Lee KELM AuLLM 169 0 0 19 Oct 2025
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning Yinyi Luo Z. Zhou Hao Chen Kai Qiu Marios Savvides Shouqing Yang James Evans KELM MU 176 0 0 01 Oct 2025
Exact Unlearning of Finetuning Data via Model Merging at Scale Kevin Kuo Amrith Rajagopal Setlur Kartik Srinivas Aditi Raghunathan Virginia Smith MoMe CLL MU 269 12 0 06 Apr 2025
LLM Unlearning via Neural Activation Redirection William F. Shen Xinchi Qiu Meghdad Kurmanji Alex Iacob Lorenzo Sani Yihong Chen Nicola Cancedda Nicholas D. Lane MU 347 13 0 11 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Cunchun Li Ningyu Zhang Guojun Ma Mingyang Wan Xiang Wang Xiangnan He Tat-Seng Chua KELM 338 38 0 08 Feb 2025
AlphaEdit: Null-Space Constrained Knowledge Editing for Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Cunchun Li Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 502 130 0 03 Oct 2024