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 / 144 papers shown

Title
ICon: In-Context Contribution for Automatic Data Selection Yixin Yang Qingxiu Dong Linli Yao Fangwei Zhu Zhifang Sui 41 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 71 1 0 01 May 2025
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning J. Wang Tianci Luo Yaohua Zha Yan Feng Ruisheng Luo B. Chen Tao Dai Long Chen Yaowei Wang Shu-Tao Xia VLM 50 0 0 30 Apr 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 53 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 31 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 34 0 0 20 Apr 2025
Functional Abstraction of Knowledge Recall in Large Language Models Zijian Wang Chang Xu KELM 32 0 0 20 Apr 2025
Can We Edit LLMs for Long-Tail Biomedical Knowledge? Xinhao Yi Jake Lever Kevin Bryson Zaiqiao Meng KELM 22 0 0 14 Apr 2025
Probing then Editing Response Personality of Large Language Models Tianjie Ju Zhenyu Shao B. Wang Y. Chen Zhuosheng Zhang Hao Fei M. Lee W. Hsu Sufeng Duan Gongshen Liu KELM 43 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 64 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 H. Chen N. Zhang KELM 92 0 0 26 Mar 2025
MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality Shuaike Li Kai Zhang Q. Liu Enhong Chen KELM 73 1 0 04 Mar 2025
SAKE: Steering Activations for Knowledge Editing Marco Scialanga Thibault Laugel Vincent Grari Marcin Detyniecki KELM LLMSV 70 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 X. Tang ... Qingyu Yin Monica Cheng Jun Huan Haoyu Wang Jing Gao KELM 43 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 63 2 0 27 Feb 2025
A Causal Lens for Evaluating Faithfulness Metrics Kerem Zaman Shashank Srivastava 63 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 96 1 0 24 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju B. Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 33 0 0 24 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou J. Li Qiaoming Zhu M. Zhang KELM 115 2 0 21 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 129 7 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 47 0 0 20 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Z. Zhou Fei Sun Junfeng Fang X. Wang KELM 48 5 0 09 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Junfeng Fang Ningyu Zhang Guojun Ma Mingyang Wan X. Wang Xiangnan He Tat-Seng Chua KELM 49 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 85 3 0 04 Feb 2025
LLMs as Repositories of Factual Knowledge: Limitations and Solutions Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 47 0 0 22 Jan 2025
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang C. L. P. Chen Anirudh Dagar Wenming Ye LRM 64 38 0 31 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Y. Liu KELM 48 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 28 0 0 22 Dec 2024
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering Y. Lu Y. Zhou J. Li Y. Wang Xuebo Liu Daojing He F. Liu Min Zhang KELM 70 1 0 18 Dec 2024
Context-DPO: Aligning Language Models for Context-Faithfulness Baolong Bi Shaohan Huang Y. Wang Tianchi Yang Zihan Zhang ... Furu Wei Weiwei Deng Feng Sun Qi Zhang Shenghua Liu 108 8 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 70 2 0 19 Nov 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 23 1 0 04 Nov 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs Xiusheng Huang Yequan Wang Jun Zhao Kang-Jun Liu KELM 23 6 0 31 Oct 2024
Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang Jiaxiang Liu Yequan Wang Kang-Jun Liu KELM 39 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 35 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 34 0 0 22 Oct 2024
Conformity in Large Language Models Xiaochen Zhu Caiqi Zhang Tom Stafford Nigel Collier Andreas Vlachos 35 0 0 16 Oct 2024
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing Yuchen Cai Ding Cao KELM 13 2 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 48 1 0 13 Oct 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing Z. Qin Haochuan Wang Zecheng Wang Deyuan Liu Cunhang Fan Zhao Lv Zhiying Tu Dianhui Chu Dianbo Sui KELM 26 0 0 10 Oct 2024
Uncovering Overfitting in Large Language Model Editing Mengqi Zhang Xiaotian Ye Qiang Liu Pengjie Ren Shu Wu Zhumin Chen KELM 28 8 0 10 Oct 2024
FAME: Towards Factual Multi-Task Model Editing Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 18 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 43 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 27 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 25 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 35 32 0 03 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration Tai D. Nguyen Long H. Pham Jun Sun KELM 17 0 0 01 Oct 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration Kaihang Pan Zhaoyu Fan Juncheng Li Qifan Yu Hao Fei Siliang Tang Richang Hong Hanwang Zhang Qianru Sun KELM 26 6 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 27 8 0 16 Sep 2024
Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models Yifan Wei Xiaoyan Yu Yixuan Weng Huanhuan Ma Yuanzhe Zhang Jun Zhao Kang Liu KELM 38 4 0 01 Sep 2024