Can We Edit Factual Knowledge by In-Context Learning?

22 May 2023

Ce Zheng

Lei Li

Qingxiu Dong

Zhiyong Wu

Papers citing "Can We Edit Factual Knowledge by In-Context Learning?"

50 / 148 papers shown

Title
Editing Across Languages: A Survey of Multilingual Knowledge Editing Nadir Durrani Basel Mousi Fahim Dalvi KELM 15 0 0 20 May 2025
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing Jiakuan Xie Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 13 0 0 19 May 2025
NAMET: Robust Massive Model Editing via Noise-Aware Memory Optimization Yanbo Dai Zhenlan Ji Zongjie Li Shuai Wang KELM 17 0 0 17 May 2025
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection Yixin Yang Qingxiu Dong Linli Yao Fangwei Zhu Zhifang Sui 48 0 0 08 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 86 2 0 01 May 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning Jie Wang Tianci Luo Yaohua Zha Yan Feng Ruisheng Luo Bin Chen Tao Dai Long Chen Yaowei Wang Shu-Tao Xia VLM 60 0 0 30 Apr 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 69 0 0 29 Apr 2025
Credible plan-driven RAG method for Multi-hop Question Answering Ningning Zhang Chi Zhang Zhizhong Tan Xingxing Yang Weiping Deng Wenyong Wang LRM 38 0 0 23 Apr 2025
REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models Chongye Guo Jinhu Fu Junfeng Fang Kun Wang Guorui Feng 46 0 0 20 Apr 2025
Functional Abstraction of Knowledge Recall in Large Language Models Zijian Wang Chang Xu KELM 34 0 0 20 Apr 2025
Can We Edit LLMs for Long-Tail Biomedical Knowledge? Xinhao Yi Jake Lever Kevin Bryson Zaiqiao Meng KELM 24 0 0 14 Apr 2025
Probing then Editing Response Personality of Large Language Models Tianjie Ju Zhenyu Shao Binghui Wang Yulin Chen Zhuosheng Zhang Hao Fei M. Lee W. Hsu Sufeng Duan Gongshen Liu KELM 47 0 0 14 Apr 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models Haochen Liu Song Wang Chen Chen J. Li RALM KELM 71 0 0 30 Mar 2025
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems Chenxi Wang Jizhan Fang Xiang Chen Bozhong Tian Ziwen Xu Hongyu Chen N. Zhang KELM 98 0 0 26 Mar 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality Shuaike Li Kai Zhang Qiang Liu Enhong Chen KELM 83 1 0 04 Mar 2025
SAKE: Steering Activations for Knowledge Editing Marco Scialanga Thibault Laugel Vincent Grari Marcin Detyniecki KELM LLMSV 80 1 0 03 Mar 2025
Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning Tianci Liu R. Li Yunzhe Qi Hui Liu Xianfeng Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 51 2 0 01 Mar 2025
MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge Yuntao Du Kailin Jiang Zhi Gao Chenrui Shi Zilong Zheng Siyuan Qi Qing Li KELM 73 2 0 27 Feb 2025
A Causal Lens for Evaluating Faithfulness Metrics Kerem Zaman Shashank Srivastava 73 0 0 26 Feb 2025
PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning Pengcheng Huang Zhenghao Liu Yukun Yan Xiaoyuan Yi Hao Chen Zhiyuan Liu Maosong Sun Tong Xiao Ge Yu Chenyan Xiong 104 1 0 24 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju Binghui Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 36 0 0 24 Feb 2025
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning Ercong Nie Bo Shao Zifeng Ding Mingyang Wang Helmut Schmid Hinrich Schütze KELM 139 8 0 21 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu Hao Fei KELM 124 2 0 21 Feb 2025
CoME: An Unlearning-based Approach to Conflict-free Model Editing Dahyun Jung Jaehyung Seo Jaewook Lee Chanjun Park Heuiseok Lim MU KELM 58 0 0 20 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Junfeng Fang Qing Guo KELM 59 5 0 09 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Junfeng Fang Ningyu Zhang Guojun Ma Mingyang Wan Xuben Wang Xiangnan He Tat-Seng Chua KELM 60 8 0 08 Feb 2025
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Daniel Tamayo Aitor Gonzalez-Agirre Javier Hernando Marta Villegas KELM 93 4 0 04 Feb 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 51 0 0 22 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Chong Chen Anirudh Dagar Wenming Ye LRM 70 40 0 31 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Yong-Jin Liu KELM 66 1 0 23 Dec 2024
Joint Knowledge Editing for Information Enrichment and Probability Promotion Wenhang Shi Yiren Chen Shuqing Bian Xinyi Zhang Zhe Zhao Pengfei Hu Wei Lu Xiaoyong Du KELM 48 0 0 22 Dec 2024
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering Yaojie Lu Yue Zhou J. Li Yanjie Wang Xuebo Liu Daojing He Fengyuan Liu Min Zhang KELM 83 1 0 18 Dec 2024
Context-DPO: Aligning Language Models for Context-Faithfulness Baolong Bi Shaohan Huang Yansen Wang Tianchi Yang Zihan Zhang ... Furu Wei Weiwei Deng Feng Sun Qi Zhang Shenghua Liu 113 10 0 18 Dec 2024
Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models Zhen Zeng Leijiang Gu Xun Yang Zhangling Duan Zenglin Shi Meng Wang KELM 82 2 0 19 Nov 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 42 1 0 04 Nov 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs Xiusheng Huang Yequan Wang Jun Zhao Kang Liu KELM 30 6 0 31 Oct 2024
Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang Jiaxiang Liu Yequan Wang Kang Liu KELM 55 4 0 31 Oct 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models Jinghan Jia Jiancheng Liu Yihua Zhang Parikshit Ram Nathalie Baracaldo Sijia Liu MU 40 2 0 23 Oct 2024
Atomic Fact Decomposition Helps Attributed Question Answering Zhichao Yan J. Wang Jiaoyan Chen Xiaoli Li Ru Li Jeff Z. Pan KELM HILM 36 0 0 22 Oct 2024
Conformity in Large Language Models Xiaochen Zhu Caiqi Zhang Tom Stafford Nigel Collier Andreas Vlachos 56 0 0 16 Oct 2024
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing Yuchen Cai Ding Cao KELM 28 3 0 15 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 64 1 0 13 Oct 2024
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 26 1 0 10 Oct 2024
Uncovering Overfitting in Large Language Model Editing Mengqi Zhang Xiaotian Ye Qiang Liu Pengjie Ren Shu Wu Zhumin Chen KELM 39 7 0 10 Oct 2024
FAME: Towards Factual Multi-Task Model Editing Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 31 1 0 07 Oct 2024
Neuron-Level Sequential Editing for Large Language Models Houcheng Jiang Junfeng Fang Tianyu Zhang An Zhang Ruipeng Wang Tao Liang Xiang Wang KELM 60 4 0 05 Oct 2024
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning Zihao Zhao Yuchen Yang Yijiang Li Yinzhi Cao LRM KELM 35 1 0 04 Oct 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization Mingyang Wang Lukas Lange Heike Adel Jannik Strötgen Hinrich Schütze KELM 28 2 0 03 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Junfeng Fang Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 52 35 0 03 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration Tai D. Nguyen Long H. Pham Jun Sun KELM 30 0 0 01 Oct 2024