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2211.03318
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Fixing Model Bugs with Natural Language Patches
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
7 November 2022
Shikhar Murty
Christopher D. Manning
Scott M. Lundberg
Marco Tulio Ribeiro
KELM
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Github (19★)
Papers citing
"Fixing Model Bugs with Natural Language Patches"
32 / 32 papers shown
Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors
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Zhiqiang Gao
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Zhiwu Xie
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0
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22 Nov 2025
Balancing Knowledge Updates: Toward Unified Modular Editing in LLMs
Jiahao Liu
Zijian Wang
Kuo Zhao
Dong Hu
KELM
188
0
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31 Oct 2025
Learning Where to Edit Vision Transformers
Neural Information Processing Systems (NeurIPS), 2024
Yunqiao Yang
Long-Kai Huang
Shengzhuang Chen
Kede Ma
Ying Wei
KELM
336
4
0
04 Nov 2024
WAPITI: A Watermark for Finetuned Open-Source LLMs
Lingjie Chen
Ruizhong Qiu
Siyu Yuan
Zhining Liu
Tianxin Wei
Hyunsik Yoo
Zhichen Zeng
Deqing Yang
Hanghang Tong
WaLM
378
15
0
09 Oct 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models
Renzhi Wang
Piji Li
KELM
CLL
316
16
0
28 Jun 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
677
24
0
17 Jun 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors
Renzhi Wang
Piji Li
KELM
391
8
0
29 May 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning
Renzhi Wang
Piji Li
242
5
0
28 May 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
Chia-Yi Hsu
Yu-Lin Tsai
Chih-Hsun Lin
Pin-Yu Chen
Chia-Mu Yu
Chun-ying Huang
576
116
0
27 May 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
Ruizhe Chen
Yichen Li
Zikai Xiao
Zuo-Qiang Liu
KELM
407
19
0
15 May 2024
BadEdit: Backdooring large language models by model editing
Yanzhou Li
Tianlin Li
Kangjie Chen
Jian Zhang
Shangqing Liu
Wenhan Wang
Tianwei Zhang
Yang Liu
SyDa
AAML
KELM
336
106
0
20 Mar 2024
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing
Jianchen Wang
Zhouhong Gu
Xiaoxuan Zhu
Lin Zhang
Haoning Ye
Zhuozhi Xiong
Hongwei Feng
Yanghua Xiao
KELM
331
1
0
12 Mar 2024
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries
Jiateng Liu
Pengfei Yu
Yuji Zhang
Sha Li
Zixuan Zhang
Heng Ji
KELM
298
21
0
17 Feb 2024
RLVF: Learning from Verbal Feedback without Overgeneralization
Moritz Stephan
Alexander Khazatsky
Eric Mitchell
Annie S. Chen
Sheryl Hsu
Archit Sharma
Chelsea Finn
257
17
0
16 Feb 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems
Clara Punzi
Roberto Pellungrini
Mattia Setzu
F. Giannotti
D. Pedreschi
485
8
0
09 Feb 2024
A Comprehensive Study of Knowledge Editing for Large Language Models
Ningyu Zhang
Yunzhi Yao
Bo Tian
Peng Wang
Shumin Deng
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Lei Liang
Qing Cui
Xiao-Jun Zhu
Jun Zhou
Huajun Chen
KELM
647
144
0
02 Jan 2024
Functionality learning through specification instructions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Pedro Henrique Luz de Araujo
Benjamin Roth
ELM
320
0
0
14 Nov 2023
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shiwen Ni
Dingwei Chen
Chengming Li
Xiping Hu
Ruifeng Xu
Min Yang
KELM
MoMe
435
16
0
14 Nov 2023
Knowledge Editing for Large Language Models: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Song Wang
Yaochen Zhu
Haochen Liu
Zaiyi Zheng
Chen Chen
Wenlin Yao
KELM
541
238
0
24 Oct 2023
Parameter Efficient Multi-task Model Fusion with Partial Linearization
International Conference on Learning Representations (ICLR), 2023
Anke Tang
Li Shen
Yong Luo
Yibing Zhan
Han Hu
Bo Du
Yixin Chen
Dacheng Tao
MoMe
438
61
0
07 Oct 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness
IEEE Games Entertainment Media Conference (IEEE GEM), 2023
Valentin Barriere
Felipe del Rio
Andres Carvallo De Ferari
Carlos Aspillaga
Eugenio Herrera-Berg
Cristian Buc Calderon
DiffM
288
0
0
27 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
Computational Linguistics (CL), 2023
Yue Zhang
Yafu Li
Leyang Cui
Deng Cai
Lemao Liu
...
Longyue Wang
Anh Tuan Luu
Freda Shi
Shuming Shi
Shuming Shi
LRM
RALM
HILM
850
932
0
03 Sep 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
Liangming Pan
Michael Stephen Saxon
Wenda Xu
Deepak Nathani
Xinyi Wang
William Yang Wang
KELM
LRM
454
281
0
06 Aug 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Beatriz Borges
Niket Tandon
Tanja Käser
Antoine Bosselut
557
9
0
01 Jul 2023
Editing Large Language Models: Problems, Methods, and Opportunities
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yunzhi Yao
Peng Wang
Bo Tian
Shuyang Cheng
Zhoubo Li
Shumin Deng
Huajun Chen
Ningyu Zhang
KELM
460
430
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22 May 2023
MaNtLE: Model-agnostic Natural Language Explainer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Rakesh R Menon
Kerem Zaman
Shashank Srivastava
FAtt
LRM
285
4
0
22 May 2023
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach
Findings (Findings), 2023
Masahiro Kaneko
Graham Neubig
Naoaki Okazaki
405
7
0
19 May 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Afra Feyza Akyürek
Ekin Akyürek
Aman Madaan
Ashwin Kalyan
Peter Clark
Derry Wijaya
Niket Tandon
ALM
KELM
367
126
0
15 May 2023
Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?
International Conference on Machine Learning (ICML), 2023
Ruisi Cai
Zhenyu Zhang
Zinan Lin
AAML
OOD
325
16
0
24 Feb 2023
Editing Models with Task Arithmetic
International Conference on Learning Representations (ICLR), 2022
Gabriel Ilharco
Marco Tulio Ribeiro
Mitchell Wortsman
Suchin Gururangan
Ludwig Schmidt
Hannaneh Hajishirzi
Ali Farhadi
KELM
MoMe
MU
1.5K
901
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Patching open-vocabulary models by interpolating weights
Neural Information Processing Systems (NeurIPS), 2022
Gabriel Ilharco
Mitchell Wortsman
S. Gadre
Shuran Song
Hannaneh Hajishirzi
Simon Kornblith
Ali Farhadi
Ludwig Schmidt
VLM
KELM
431
210
0
10 Aug 2022
Billion-scale similarity search with GPUs
IEEE Transactions on Big Data (TBD), 2017
Jeff Johnson
Matthijs Douze
Edouard Grave
1.3K
4,945
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28 Feb 2017
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