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2305.12740
Cited By
Can We Edit Factual Knowledge by In-Context Learning?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
22 May 2023
Ce Zheng
Lei Li
Qingxiu Dong
Yuxuan Fan
Zhiyong Wu
Jingjing Xu
Baobao Chang
KELM
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Papers citing
"Can We Edit Factual Knowledge by In-Context Learning?"
50 / 199 papers shown
Mitigating Gender Bias in Code Large Language Models via Model Editing
Zhan Qin
Haochuan Wang
Zecheng Wang
Deyuan Liu
Cunhang Fan
Zhao Lv
Zhiying Tu
Dianhui Chu
Dianbo Sui
KELM
199
3
0
10 Oct 2024
Uncovering Overfitting in Large Language Model Editing
International Conference on Learning Representations (ICLR), 2024
Mengqi Zhang
Xiaotian Ye
Qiang Liu
Sudipta Singha Roy
Shu Wu
Zhumin Chen
KELM
292
24
0
10 Oct 2024
FAME: Towards Factual Multi-Task Model Editing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Li Zeng
Yingyu Shan
Zeming Liu
Jiashu Yao
Yuhang Guo
KELM
215
2
0
07 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
233
11
0
05 Oct 2024
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zihao Zhao
Yuchen Yang
Yijiang Li
Yinzhi Cao
LRM
KELM
173
6
0
04 Oct 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Mingyang Wang
Lukas Lange
Heike Adel
Jannik Strötgen
Hinrich Schütze
KELM
203
3
0
03 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
525
137
0
03 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration
Tai D. Nguyen
Long H. Pham
Jun Sun
KELM
175
1
0
01 Oct 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
Neural Information Processing Systems (NeurIPS), 2024
Kaihang Pan
Zhaoyu Fan
Juncheng Li
Qifan Yu
Hao Fei
Siliang Tang
Richang Hong
Hanwang Zhang
Qianru Sun
KELM
344
17
0
30 Sep 2024
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models
Baolong Bi
Shenghua Liu
Yiwei Wang
Lingrui Mei
Hongcheng Gao
Junfeng Fang
Xueqi Cheng
KELM
218
10
0
16 Sep 2024
Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models
International Conference on Information and Knowledge Management (CIKM), 2024
Yifan Wei
Xiaoyan Yu
Yixuan Weng
Huanhuan Ma
Yuanzhe Zhang
Jun Zhao
Kang Liu
KELM
210
8
0
01 Sep 2024
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit
AAAI Conference on Artificial Intelligence (AAAI), 2024
Qizhou Chen
Taolin Zhang
Chengyu Wang
Xiaofeng He
Dakan Wang
Tingting Liu
KELM
695
5
0
19 Aug 2024
Lower Layers Matter: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused
Dingwei Chen
Feiteng Fang
Shiwen Ni
Feng Liang
Xiping Hu
A. Argha
Hamid Alinejad-Rokny
Min Yang
Chengming Li
HILM
246
3
0
16 Aug 2024
Making Long-Context Language Models Better Multi-Hop Reasoners
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yanyang Li
Shuo Liang
Michael R. Lyu
Liwei Wang
LLMAG
LRM
294
26
0
06 Aug 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
421
23
0
29 Jul 2024
Establishing Knowledge Preference in Language Models
Sizhe Zhou
Sha Li
Yu Meng
Yizhu Jiao
Heng Ji
Jiawei Han
KELM
236
0
0
17 Jul 2024
PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models
Kunquan Deng
Zeyu Huang
Chen Li
Chenghua Lin
Min Gao
Wenge Rong
KELM
186
2
0
29 Jun 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models
Renzhi Wang
Piji Li
KELM
CLL
282
13
0
28 Jun 2024
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Yibo Jiang
Goutham Rajendran
Pradeep Ravikumar
Bryon Aragam
CLL
KELM
277
12
0
26 Jun 2024
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
Ercong Nie
Bo Shao
Zifeng Ding
Mingyang Wang
Helmut Schmid
Hinrich Schütze
KELM
494
12
0
25 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering
Minsang Kim
Cheoneum Park
Seungjun Baek
RALM
170
0
0
20 Jun 2024
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Junzhe Zhang
Huixuan Zhang
Xunjian Yin
Baizhou Huang
Xu Zhang
Xinyu Hu
Xiaojun Wan
206
16
0
19 Jun 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
Baolong Bi
Shenghua Liu
Yiwei Wang
Lingrui Mei
Hongcheng Gao
Yilong Xu
Xueqi Cheng
KELM
187
15
0
18 Jun 2024
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
Weizhi Fei
Xueyan Niu
Guoqing Xie
Yanhua Zhang
Bo Bai
Lei Deng
Wei Han
LRM
KELM
RALM
246
11
0
18 Jun 2024
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
Jiakuan Xie
Pengfei Cao
Yuheng Chen
Yubo Chen
Kang Liu
Jun Zhao
KELM
250
5
0
17 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
571
15
0
17 Jun 2024
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
Haoyu Wang
Tianci Liu
Ruirui Li
Monica Cheng
Tuo Zhao
Jing Gao
282
18
0
16 Jun 2024
Knowledge Editing in Language Models via Adapted Direct Preference Optimization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Amit Rozner
Barak Battash
Lior Wolf
Ofir Lindenbaum
KELM
188
13
0
14 Jun 2024
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space
Tomer Ashuach
Martin Tutek
Yonatan Belinkov
MU
KELM
662
12
0
13 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
Zijin Hong
Zheng Yuan
Qinggang Zhang
Hao Chen
Hao-Heng Chen
Feiran Huang
Xiao Huang
852
143
0
12 Jun 2024
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Xiaoying Zhang
Baolin Peng
Ye Tian
Jingyan Zhou
Yipeng Zhang
Haitao Mi
Helen Meng
CLL
KELM
449
12
0
10 Jun 2024
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge
Zengkui Sun
Yijin Liu
Jiaan Wang
Fandong Meng
Jinan Xu
Jinan Xu
Jie Zhou
KELM
209
0
0
05 Jun 2024
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers
Brian K Chen
Tianyang Hu
Hui Jin
Hwee Kuan Lee
Kenji Kawaguchi
228
5
0
05 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap
François Roewer-Després
Jinyue Feng
Zining Zhu
Frank Rudzicz
LRM
375
0
0
04 Jun 2024
Decoupled Alignment for Robust Plug-and-Play Adaptation
Haozheng Luo
Jiahao Yu
Wenxin Zhang
Jialong Li
Jerry Yao-Chieh Hu
Xingyu Xing
Han Liu
388
11
0
03 Jun 2024
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models
Cheng-Hsun Hsueh
Paul Kuo-Ming Huang
Tzu-Han Lin
Che-Wei Liao
Hung-Chieh Fang
Chao-Wei Huang
Yun-Nung Chen
KELM
224
9
0
03 Jun 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
Taolin Zhang
Qizhou Chen
Dongyang Li
Chengyu Wang
Xiaofeng He
Longtao Huang
Hui Xue
Junyuan Huang
CLL
KELM
247
8
0
31 May 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors
Renzhi Wang
Piji Li
KELM
282
7
0
29 May 2024
Large Scale Knowledge Washing
Yu Wang
Ruihan Wu
Zexue He
Xinyu Chen
Julian McAuley
MU
KELM
422
13
0
26 May 2024
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
Keyuan Cheng
Muhammad Asif Ali
Shu Yang
Gang Lin
Yuxuan Zhai
Haoyang Fei
Ke Xu
Lu Yu
Lijie Hu
Haiyan Zhao
KELM
319
11
0
24 May 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection
Chengming Xu
Chen Liu
Yikai Wang
Yanwei Fu
147
13
0
24 May 2024
Linearly Controlled Language Generation with Performative Guarantees
Emily Cheng
Marco Baroni
368
13
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24 May 2024
Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
Jingcheng Deng
Zihao Wei
Liang Pang
Hanxing Ding
Huawei Shen
Xueqi Cheng
KELM
227
2
0
24 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
Neural Information Processing Systems (NeurIPS), 2024
Peng Wang
Zexi Li
Ningyu Zhang
Ziwen Xu
Yunzhi Yao
Yong Jiang
Pengjun Xie
Fei Huang
Huajun Chen
KELM
CLL
306
60
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23 May 2024
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
Baolong Bi
Shenghua Liu
Lingrui Mei
Yiwei Wang
Pengliang Ji
Xueqi Cheng
KELM
288
43
0
19 May 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
Ruizhe Chen
Yichen Li
Zikai Xiao
Zuo-Qiang Liu
KELM
329
18
0
15 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Qizhou Chen
Taolin Zhang
Xiaofeng He
Dongyang Li
Chengyu Wang
Longtao Huang
Hui Xue
CLL
KELM
361
32
0
06 May 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Jinghan Jia
Yihua Zhang
Yimeng Zhang
Jiancheng Liu
Bharat Runwal
James Diffenderfer
B. Kailkhura
Sijia Liu
MU
689
87
0
28 Apr 2024
TAXI: Evaluating Categorical Knowledge Editing for Language Models
Derek Powell
Walter Gerych
Thomas Hartvigsen
KELM
192
7
0
23 Apr 2024
DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Seyed Mahed Mousavi
Simone Alghisi
Giuseppe Riccardi
KELM
271
22
0
10 Apr 2024
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