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2004.00345
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Editable Neural Networks
International Conference on Learning Representations (ICLR), 2020
1 April 2020
A. Sinitsin
Vsevolod Plokhotnyuk
Dmitriy V. Pyrkin
Sergei Popov
Artem Babenko
KELM
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Papers citing
"Editable Neural Networks"
50 / 133 papers shown
Uncovering and Mitigating Transient Blindness in Multimodal Model Editing
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Ru Li
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208
0
0
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MolEdit: Knowledge Editing for Multimodal Molecule Language Models
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Patrick Soga
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Yushun Dong
Jundong Li
KELM
485
2
0
16 Nov 2025
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
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Z. Zhou
Hao Chen
Kai Qiu
Marios Savvides
Shouqing Yang
James Evans
KELM
MU
240
0
0
01 Oct 2025
PropMEND: Hypernetworks for Knowledge Propagation in LLMs
Zeyu Leo Liu
Greg Durrett
Eunsol Choi
KELM
222
0
0
10 Jun 2025
ScEdit: Script-based Assessment of Knowledge Editing
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Xinye Li
Zunwen Zheng
Qian Zhang
Dekai Zhuang
Jiabao Kang
...
Qingbin Liu
Xi Chen
Zhiying Tu
Dianhui Chu
Dianbo Sui
KELM
323
2
0
29 May 2025
DocMEdit: Towards Document-Level Model Editing
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Li Zeng
Zeming Liu
Chong Feng
Heyan Huang
Yuhang Guo
KELM
234
2
0
26 May 2025
Benchmarking and Rethinking Knowledge Editing for Large Language Models
Guoxiu He
Xin Song
Futing Wang
Aixin Sun
KELM
293
0
0
24 May 2025
Pre-training Limited Memory Language Models with Internal and External Knowledge
Linxi Zhao
Sofian Zalouk
Christian K. Belardi
Justin Lovelace
Jin Peng Zhou
Ryan Thomas Noonan
Dongyoung Go
Kilian Q. Weinberger
Yoav Artzi
Jennifer J. Sun
KELM
HILM
470
0
0
21 May 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Yifan Wei
Xiaoyan Yu
Ran Song
Hao Peng
Angsheng Li
KELM
318
3
0
29 Apr 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models
Computer Vision and Pattern Recognition (CVPR), 2025
K. Thakral
Tamar Glaser
Tal Hassner
Mayank Vatsa
Richa Singh
351
13
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25 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
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Lifu Huang
436
3
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20 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling
International Conference on Learning Representations (ICLR), 2025
R. Teo
T. Nguyen
MoE
518
5
0
14 Mar 2025
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Xin Xu
Wei Xu
Ningyu Zhang
Julian McAuley
KELM
397
13
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11 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning
Guoxiu He
Xin Song
Aixin Sun
KELM
393
14
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07 Mar 2025
Constraining Sequential Model Editing with Editing Anchor Compression
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Hao-Xiang Xu
Jun-Yu Ma
Zhen-Hua Ling
Ningyu Zhang
Jia-Chen Gu
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355
3
0
25 Feb 2025
Model Lakes
International Conference on Extending Database Technology (EDBT), 2024
Koyena Pal
David Bau
Renée J. Miller
396
3
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24 Feb 2025
UPCORE: Utility-Preserving Coreset Selection for Balanced Unlearning
Vaidehi Patil
Elias Stengel-Eskin
Joey Tianyi Zhou
MU
CLL
482
6
0
20 Feb 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models
International Conference on Computational Linguistics (COLING), 2024
Zihao Wei
Jingcheng Deng
Liang Pang
Hanxing Ding
Huawei Shen
Xueqi Cheng
KELM
381
12
0
20 Feb 2025
CoME: An Unlearning-based Approach to Conflict-free Model Editing
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Dahyun Jung
Jaehyung Seo
Jaewook Lee
Chanjun Park
Heuiseok Lim
MU
KELM
298
8
0
20 Feb 2025
Uncovering Memorization Effect in the Presence of Spurious Correlations
Nature Communications (Nat Commun), 2025
Chenyu You
Haocheng Dai
Yifei Min
Jasjeet Sekhon
S. Joshi
James S. Duncan
602
3
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01 Jan 2025
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models
Zhen Zeng
Leijiang Gu
Xun Yang
Zhangling Duan
Zenglin Shi
Meng Wang
KELM
328
7
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19 Nov 2024
Repairing Neural Networks for Safety in Robotic Systems using Predictive Models
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
K. Majd
Geoffrey Clark
Georgios Fainekos
H. B. Amor
199
2
0
07 Nov 2024
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing
Dongliang Guo
Mengxuan Hu
Zihan Guan
Junfeng Guo
Thomas Hartvigsen
Sheng Li
AAML
438
5
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23 Oct 2024
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
370
2
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12 Oct 2024
ERABAL: Enhancing Role-Playing Agents through Boundary-Aware Learning
Yihong Tang
Jiao Ou
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299
6
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Monomial Matrix Group Equivariant Neural Functional Networks
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Hoang V. Tran
Thieu N. Vo
Tho H. Tran
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615
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18 Sep 2024
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models
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Shenghua Liu
Yiwei Wang
Lingrui Mei
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270
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322
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251
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FactorLLM: Factorizing Knowledge via Mixture of Experts for Large Language Models
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Kurt Keutzer
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358
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LeKUBE: A Legal Knowledge Update BEnchmark
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Weihang Su
Yiran Hu
Jiaxin Mao
Yueyue Wu
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Shaoping Ma
AILaw
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294
12
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19 Jul 2024
Composable Interventions for Language Models
Arinbjorn Kolbeinsson
Kyle O'Brien
Tianjin Huang
Shanghua Gao
Shiwei Liu
...
Anurag J. Vaidya
Faisal Mahmood
Marinka Zitnik
Tianlong Chen
Thomas Hartvigsen
KELM
MU
565
6
0
09 Jul 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
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Shenghua Liu
Yiwei Wang
Lingrui Mei
Hongcheng Gao
Yilong Xu
Xueqi Cheng
KELM
217
16
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18 Jun 2024
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
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Avik Halder
Rajarshi Mandal
Sayan Layek
Ian Soboroff
Rima Hazra
Animesh Mukherjee
635
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In-Context Editing: Learning Knowledge from Self-Induced Distributions
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674
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Memorization in deep learning: A survey
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WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
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333
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Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
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372
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