Detoxifying Large Language Models via Knowledge Editing

Detoxifying Large Language Models via Knowledge Editing

21 March 2024

Ningyu Zhang

Shumin Deng

Huajun Chen

Papers citing "Detoxifying Large Language Models via Knowledge Editing"

15 / 15 papers shown

Title
Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model Qiyuan Deng X. Bai Kehai Chen Yaowei Wang Liqiang Nie Min Zhang OffRL 66 0 0 13 Mar 2025
LED-Merging: Mitigating Safety-Utility Conflicts in Model Merging with Location-Election-Disjoint Qianli Ma Dongrui Liu Qian Chen Linfeng Zhang Jing Shao MoMe 159 0 0 24 Feb 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 196 0 0 07 Feb 2025
Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense Yang Ouyang Hengrui Gu Shuhang Lin Wenyue Hua Jie Peng B. Kailkhura Tianlong Chen Kaixiong Zhou Kaixiong Zhou AAML 31 1 0 05 Jan 2025
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts Qizhou Chen Chengyu Wang Dakan Wang Taolin Zhang Wangyue Li Xiaofeng He KELM 83 1 0 23 Nov 2024
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models Zhipeng Chen Liang Song K. Zhou Wayne Xin Zhao Binghui Wang Weipeng Chen Ji-Rong Wen 68 0 0 10 Oct 2024
Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution Haiyan Zhao Heng Zhao Bo Shen Ali Payani Fan Yang Mengnan Du 59 2 0 30 Sep 2024
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models Bozhong Tian Xiaozhuan Liang Siyuan Cheng Qingbin Liu Mengru Wang Dianbo Sui Xi Chen Huajun Chen Ningyu Zhang MU 35 6 0 02 Jul 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 109 8 0 17 Jun 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 45 36 0 06 May 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks Wenyue Hua Jiang Guo Mingwen Dong He Zhu Patrick K. L. Ng Zhiguo Wang KELM 76 17 0 31 Jan 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity Andrew Lee Xiaoyan Bai Itamar Pres Martin Wattenberg Jonathan K. Kummerfeld Rada Mihalcea 77 96 0 03 Jan 2024
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 77 133 0 24 Oct 2023
GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Jiahao Yu Xingwei Lin Zheng Yu Xinyu Xing SILM 117 303 0 19 Sep 2023
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 96 24 0 25 May 2022