Title
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models Zihao Wei Jingcheng Deng Liang Pang Hanxing Ding Huawei Shen Xueqi Cheng KELM 141 7 0 20 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Sihang Li Ningyu Zhang Guojun Ma Mingyang Wan Xiang Wang Xiangnan He Tat-Seng Chua KELM 135 19 0 08 Feb 2025
Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation Yun Wang Tiansheng Huang Li Shen Huanjin Yao Haotian Luo Rui Liu Naiqiang Tan Jiaxing Huang Dacheng Tao AAML MoMe CLL 205 4 0 30 Jan 2025
Identifying Knowledge Editing Types in Large Language Models Xiaopeng Li Shasha Li Shangwen Wang Shezheng Song Bin Ji Huijun Liu Jun Ma Jie Yu KELM 73 2 0 29 Sep 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 133 7 0 08 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 176 10 0 17 Jun 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 160 11 0 27 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning Qizhou Chen Taolin Zhang Xiaofeng He Dongyang Li Chengyu Wang Longtao Huang Hui Xue CLL KELM 112 15 0 06 May 2024