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2104.08164
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Editing Factual Knowledge in Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
16 April 2021
Nicola De Cao
Wilker Aziz
Ivan Titov
KELM
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Papers citing
"Editing Factual Knowledge in Language Models"
50 / 435 papers shown
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273
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Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
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Mohammad Beigi
Hongxuan Li
Jiuxiang Gu
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Qifan Wang
Wenpeng Yin
Lifu Huang
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166
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16 Feb 2024
Model Editing by Standard Fine-Tuning
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Karl Stratos
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301
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RLVF: Learning from Verbal Feedback without Overgeneralization
Moritz Stephan
Alexander Khazatsky
Eric Mitchell
Annie S. Chen
Sheryl Hsu
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Chelsea Finn
202
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DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection
Herun Wan
Shangbin Feng
Zhaoxuan Tan
Heng Wang
Yulia Tsvetkov
Minnan Luo
355
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0
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Long-form evaluation of model editing
Domenic Rosati
Robie Gonzales
Jinkun Chen
Xuemin Yu
Melis Erkan
Yahya Kayani
Satya Deepika Chavatapalli
Frank Rudzicz
Hassan Sajjad
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208
16
0
14 Feb 2024
Knowledge Editing on Black-box Large Language Models
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Zhengyang Wang
Keqing He
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Yutao Mou
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Weiran Xu
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266
4
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13 Feb 2024
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Yifan Gao
Xiusi Chen
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...
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Julian McAuley
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203
38
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07 Feb 2024
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Boaz Barak
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311
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Xiang Ren
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317
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208
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Weijia Shi
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316
164
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Desiderata for the Context Use of Question Answering Systems
Sagi Shaier
Lawrence E Hunter
Katharina von der Wense
341
6
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
188
6
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31 Jan 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks
Wenyue Hua
Jiang Guo
Mingwen Dong
He Zhu
Patrick Ng
Zhiguo Wang
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302
23
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SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering
Xiaopeng Li
Shan Zhao
Shezheng Song
Bin Ji
Bing Ji
...
Jun Ma
Jie Yu
Xiaodong Liu
Jing Wang
Weimin Zhang
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529
7
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Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Hexiang Tan
Fei Sun
Wanli Yang
Yuanzhuo Wang
Qi Cao
Xueqi Cheng
574
41
0
22 Jan 2024
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models
Rima Hazra
Sayan Layek
Somnath Banerjee
Soujanya Poria
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582
23
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19 Jan 2024
DeepEdit: Knowledge Editing as Decoding with Constraints
Yiwei Wang
Muhao Chen
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Kai-Wei Chang
KELM
258
36
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19 Jan 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Afra Feyza Akyürek
Ekin Akyürek
Leshem Choshen
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310
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Wenqiang Lei
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Jiancheng Lv
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241
6
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Editing Arbitrary Propositions in LLMs without Subject Labels
Itai Feigenbaum
Devansh Arpit
Huan Wang
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Juan Carlos Niebles
Weiran Yao
Caiming Xiong
Silvio Savarese
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115
3
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15 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
196
72
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15 Jan 2024
TOFU: A Task of Fictitious Unlearning for LLMs
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Zhili Feng
Avi Schwarzschild
Zachary Chase Lipton
J. Zico Kolter
MU
CLL
347
310
0
11 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
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Jia-Chen Gu
Haoyang Xu
Jun-Yu Ma
Pan Lu
Zhen-Hua Ling
Kai-Wei Chang
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458
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09 Jan 2024
MPN: Leveraging Multilingual Patch Neuron for Cross-lingual Model Editing
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183
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A Comprehensive Study of Knowledge Editing for Large Language Models
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Yunzhi Yao
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...
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Xiao-Jun Zhu
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493
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Trace and Edit Relation Associations in GPT
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128
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199
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Retrieval-augmented Multilingual Knowledge Editing
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Barry Haddow
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184
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History Matters: Temporal Knowledge Editing in Large Language Model
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xunjian Yin
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Liming Yang
Xiaojun Wan
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174
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Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness
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188
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483
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Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers
European Conference on Computer Vision (ECCV), 2023
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336
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DUnE: Dataset for Unified Editing
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