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The Butterfly Effect of Model Editing: Few Edits Can Trigger Large
  Language Models Collapse
v1v2v3v4 (latest)

The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse

15 February 2024
Wanli Yang
Fei Sun
Xinyu Ma
Xun Liu
D. Yin
Xueqi Cheng
    KELM
ArXiv (abs)PDFHTMLGithub (2753★)

Papers citing "The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse"

20 / 20 papers shown
Representation Interventions Enable Lifelong Unstructured Knowledge Control
Representation Interventions Enable Lifelong Unstructured Knowledge Control
Xuyuan Liu
Zhengzhang Chen
Xinshuai Dong
Yanchi Liu
Xujiang Zhao
Shengyu Chen
Haoyu Wang
Yujun Yan
Haifeng Chen
KELM
228
0
0
25 Nov 2025
EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing
EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing
Sicheng Lyu
Yu Gu
Xinyu Wang
Jerry Huang
Sitao Luan
Yufei Cui
Xiao-Wen Chang
Peng Lu
KELM
112
2
0
11 Oct 2025
Energy-Regularized Sequential Model Editing on Hyperspheres
Energy-Regularized Sequential Model Editing on Hyperspheres
Qingyuan Liu
Jia-Chen Gu
Yunzhi Yao
Hong Wang
Nanyun Peng
KELM
318
0
0
01 Oct 2025
Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training
Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training
Figarri Keisha
Zekun Wu
Ze Wang
Adriano Soares Koshiyama
Philip C. Treleaven
KELM
247
0
0
05 Sep 2025
COMPKE: Complex Question Answering under Knowledge Editing
COMPKE: Complex Question Answering under Knowledge EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Keyuan Cheng
Zijian Kan
Zhixian He
Zhuoran Zhang
Muhammad Asif Ali
Ke Xu
Lijie Hu
Di Wang
KELM
346
5
0
01 Jun 2025
Editing Across Languages: A Survey of Multilingual Knowledge Editing
Editing Across Languages: A Survey of Multilingual Knowledge Editing
Nadir Durrani
Basel Mousi
Fahim Dalvi
KELM
414
2
0
20 May 2025
EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
EAMET: Robust Massive Model Editing via Embedding Alignment Optimization
Yanbo Dai
Zhenlan Ji
Zongjie Li
Shuai Wang
KELM
321
0
0
17 May 2025
On the Superimposed Noise Accumulation Problem in Sequential Knowledge Editing of Large Language Models
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
489
0
0
12 May 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
Yunzhi Yao
Jizhan Fang
Jia-Chen Gu
Ningyu Zhang
Shumin Deng
Ningyu Zhang
Nanyun Peng
KELM
418
5
0
20 Mar 2025
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing
Bhiman Kumar Baghel
Scott M. Jordan
Zheyuan Ryan Shi
Xiang Lorraine Li
KELM
443
0
0
14 Mar 2025
WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs
WikiBigEdit: Understanding the Limits of Lifelong Knowledge Editing in LLMs
Lukas Thede
Karsten Roth
Matthias Bethge
Zeynep Akata
Tom Hartvigsen
KELMCLL
441
4
0
07 Mar 2025
Constraining Sequential Model Editing with Editing Anchor Compression
Constraining Sequential Model Editing with Editing Anchor CompressionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Hao-Xiang Xu
Jun-Yu Ma
Zhen-Hua Ling
Ningyu Zhang
Jia-Chen Gu
KELM
352
3
0
25 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing
Revealing and Mitigating Over-Attention in Knowledge EditingInternational Conference on Learning Representations (ICLR), 2025
Pinzheng Wang
Zecheng Tang
Keyan Zhou
Junlin Li
Qiaoming Zhu
Hao Fei
KELM
685
4
0
21 Feb 2025
Reinforced Lifelong Editing for Language Models
Reinforced Lifelong Editing for Language Models
Zherui Li
Houcheng Jiang
Hao Chen
Baolong Bi
Zhenhong Zhou
Fei Sun
Cunchun Li
Xinze Wang
KELM
738
24
0
09 Feb 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
Zeping Yu
Sophia Ananiadou
KELM
424
12
0
24 Jan 2025
Keys to Robust Edits: from Theoretical Insights to Practical Advances
Keys to Robust Edits: from Theoretical Insights to Practical AdvancesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Jianhao Yan
Futing Wang
Yun Luo
Yafu Li
Yue Zhang
KELM
370
2
0
12 Oct 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2024
Hao Ma
Tianyi Hu
Zhiqiang Pu
Boyin Liu
Xiaolin Ai
Yanyan Liang
Min Chen
458
34
0
08 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
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
681
176
0
03 Oct 2024
"Why" Has the Least Side Effect on Model Editing
"Why" Has the Least Side Effect on Model Editing
Tsung-Hsuan Pan
Chung-Chi Chen
Hen-Hsen Huang
Hsin-Hsi Chen
KELM
167
1
0
27 Sep 2024
Perturbation-Restrained Sequential Model Editing
Perturbation-Restrained Sequential Model Editing
Junjie Ma
Hong Wang
Haoyang Xu
Zhen-Hua Ling
Jia-Chen Gu
KELM
595
21
0
27 May 2024
1
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