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2405.16821
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Perturbation-Restrained Sequential Model Editing
27 May 2024
Junjie Ma
Hong Wang
Haoyang Xu
Zhen-Hua Ling
Jia-Chen Gu
KELM
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Papers citing
"Perturbation-Restrained Sequential Model Editing"
50 / 63 papers shown
Energy-Regularized Sequential Model Editing on Hyperspheres
Qingyuan Liu
Jia-Chen Gu
Yunzhi Yao
Hong Wang
Nanyun Peng
KELM
331
0
0
01 Oct 2025
Is Model Editing Built on Sand? Revealing Its Illusory Success and Fragile Foundation
Wei Liu
Haomei Xu
Bingqing Liu
Zhiying Deng
H. Wang
Jun Wang
Ruixuan Li
Yee Whye Teh
Wee Sun Lee
KELM
177
1
0
01 Oct 2025
SUIT: Knowledge Editing with Subspace-Aware Key-Value Mappings
Haewon Park
Sangwoo Kim
Yohan Jo
KELM
356
0
0
29 Sep 2025
NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
Weizhi Fei
Hao Shi
Jing Xu
Jingchen Peng
Jiazheng Li
Jingzhao Zhang
Bo Bai
Wei Han
Z. Chen
Xueyan Niu
KELM
227
0
0
24 Jul 2025
PropMEND: Hypernetworks for Knowledge Propagation in LLMs
Zeyu Leo Liu
Greg Durrett
Eunsol Choi
KELM
226
0
0
10 Jun 2025
On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models
Ding Cao
Yuchen Cai
Yuqing Huang
Xiaoxiao He
Rongxi Guo
Guiquan Liu
Guangzhong Sun
KELM
494
0
0
12 May 2025
Reinforced Lifelong Editing for Language Models
Zherui Li
Houcheng Jiang
Hao Chen
Baolong Bi
Zhenhong Zhou
Fei Sun
Cunchun Li
Xinze Wang
KELM
750
27
0
09 Feb 2025
Lifelong Knowledge Editing requires Better Regularization
Akshat Gupta
Phudish Prateepamornkul
Maochuan Lu
Ahmed Alaa
Thomas Hartvigsen
Gopala Anumanchipalli
KELM
256
1
0
03 Feb 2025
Keys to Robust Edits: from Theoretical Insights to Practical Advances
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jianhao Yan
Futing Wang
Yun Luo
Yafu Li
Yue Zhang
KELM
372
2
0
12 Oct 2024
Neuron-Level Sequential Editing for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Houcheng Jiang
Cunchun Li
Tianyu Zhang
An Zhang
Ruipeng Wang
Tao Liang
Xiang Wang
KELM
266
16
0
05 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
International 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
693
183
0
03 Oct 2024
Can Editing LLMs Inject Harm?
Canyu Chen
Baixiang Huang
Zekun Li
Zhaorun Chen
Shiyang Lai
...
Xifeng Yan
William Wang
Juil Sock
Dawn Song
Kai Shu
KELM
490
26
0
29 Jul 2024
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models
Zhuotong Chen
Zihu Wang
Yifan Yang
Qianxiao Li
Zheng Zhang
AAML
348
3
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31 Mar 2024
A Unified Framework for Model Editing
Akshat Gupta
Dev Sajnani
Gopala Anumanchipalli
KELM
370
64
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21 Mar 2024
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Akshat Gupta
Sidharth Baskaran
Gopala Anumanchipalli
KELM
267
59
0
11 Mar 2024
What Makes Quantization for Large Language Models Hard? An Empirical Study from the Lens of Perturbation
AAAI Conference on Artificial Intelligence (AAAI), 2024
Zhuocheng Gong
Jiahao Liu
Jingang Wang
Xunliang Cai
Dongyan Zhao
Rui Yan
MQ
179
22
0
11 Mar 2024
Editing Conceptual Knowledge for Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Xiaohan Wang
Shengyu Mao
Ningyu Zhang
Shumin Deng
Yunzhi Yao
Yue Shen
Lei Liang
Jinjie Gu
Huajun Chen
KELM
289
19
0
10 Mar 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
Zihao Lin
Mohammad Beigi
Hongxuan Li
Jiuxiang Gu
Yuxiang Zhang
Qifan Wang
Wenpeng Yin
Lifu Huang
KELM
213
11
0
16 Feb 2024
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing
Chenhui Hu
Pengfei Cao
Yubo Chen
Kang Liu
Jun Zhao
KELM
CLL
248
49
0
16 Feb 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
Wanli Yang
Fei Sun
Xinyu Ma
Xun Liu
D. Yin
Xueqi Cheng
KELM
532
58
0
15 Feb 2024
On Prompt-Driven Safeguarding for Large Language Models
Chujie Zheng
Fan Yin
Hao Zhou
Fandong Meng
Jie Zhou
Kai-Wei Chang
Shiyu Huang
Nanyun Peng
AAML
564
114
0
31 Jan 2024
Neighboring Perturbations of Knowledge Editing on Large Language Models
Jun-Yu Ma
Zhen-Hua Ling
Ningyu Zhang
Jia-Chen Gu
KELM
258
6
0
31 Jan 2024
Rethinking Interpretability in the Era of Large Language Models
Chandan Singh
J. Inala
Michel Galley
Rich Caruana
Jianfeng Gao
LRM
AI4CE
351
129
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30 Jan 2024
Model Editing at Scale leads to Gradual and Catastrophic Forgetting
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Akshat Gupta
Anurag Rao
Gopala Anumanchipalli
KELM
CLL
287
85
0
15 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Jia-Chen Gu
Haoyang Xu
Jun-Yu Ma
Pan Lu
Zhen-Hua Ling
Kai-Wei Chang
Nanyun Peng
KELM
580
102
0
09 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models
Ningyu Zhang
Yunzhi Yao
Bo Tian
Peng Wang
Shumin Deng
...
Lei Liang
Qing Cui
Xiao-Jun Zhu
Jun Zhou
Huajun Chen
KELM
653
145
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02 Jan 2024
ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-order Optimization
Shuoran Jiang
Qingcai Chen
Youcheng Pan
Yang Xiang
Yukang Lin
Xiangping Wu
Chuanyi Liu
Xiaobao Song
ODL
237
24
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23 Dec 2023
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA
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KELM
320
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A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
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LRM
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Untying the Reversal Curse via Bidirectional Language Model Editing
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350
43
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16 Oct 2023
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
Zhoubo Li
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Yunzhi Yao
Meng Wang
Xi Chen
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540
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03 Oct 2023
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
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Yiyang Cai
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Kaokao Lv
Yi. Liu
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634
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Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Computational Linguistics (CL), 2023
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DocTER: Evaluating Document-based Knowledge Editing
Information Processing & Management (IPM), 2023
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405
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EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
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Evaluating the Ripple Effects of Knowledge Editing in Language Models
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