LLM Unlearning via Loss Adjustment with Only Forget Data

LLM Unlearning via Loss Adjustment with Only Forget Data

14 October 2024

Yang Liu

Papers citing "LLM Unlearning via Loss Adjustment with Only Forget Data"

8 / 8 papers shown

Title
Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning Puning Yang Qizhou Wang Zhuo Huang Tongliang Liu Chengqi Zhang Bo Han MU 14 0 0 17 May 2025
Ready2Unlearn: A Learning-Time Approach for Preparing Models with Future Unlearning Readiness Hanyu Duan Yi Yang Ahmed Abbasi Kar Yan Tam MU OnRL 22 0 0 16 May 2025
Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation Stefan Vasilev Christian Herold Baohao Liao Seyyed Hadi Hashemi Shahram Khadivi Christof Monz MU 153 0 0 09 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 80 2 0 01 May 2025
A mean teacher algorithm for unlearning of language models Yegor Klochkov MU 150 0 0 18 Apr 2025
Bridging the Gap Between Preference Alignment and Machine Unlearning Xiaohua Feng Yuyuan Li Huwei Ji Jiaming Zhang L. Zhang Tianyu Du Chaochao Chen MU 43 0 0 09 Apr 2025
CE-U: Cross Entropy Unlearning Bo Yang MU 53 0 0 03 Mar 2025
A General Framework to Enhance Fine-tuning-based LLM Unlearning J. Ren Zhenwei Dai Xianfeng Tang Hui Liu Jingying Zeng ... R. Goutam Suhang Wang Yue Xing Qi He Hui Liu MU 163 1 0 25 Feb 2025