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
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 36 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 47 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 64 4 0 01 Sep 2024
Resolving Lexical Bias in Edit Scoping with Projector Editor Networks Hammad Rizwan Domenic Rosati Ga Wu Hassan Sajjad KELM 48 1 0 19 Aug 2024
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit Qizhou Chen Taolin Zhang Chengyu Wang Xiaofeng He Dakan Wang Tingting Liu KELM 54 3 0 19 Aug 2024
Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused Dingwei Chen Feiteng Fang Shiwen Ni Feng Liang Ruifeng Xu Min Yang Chengming Li HILM 34 2 0 16 Aug 2024
Making Long-Context Language Models Better Multi-Hop Reasoners Yanyang Li Shuo Liang M. Lyu Liwei Wang LLMAG LRM 30 11 0 06 Aug 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip Torr Dawn Song Kai Shu KELM 50 11 0 29 Jul 2024
Establishing Knowledge Preference in Language Models Sizhe Zhou Sha Li Yu Meng Yizhu Jiao Heng Ji Jiawei Han KELM 85 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 36 0 0 29 Jun 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models Renzhi Wang Piji Li KELM CLL 57 7 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 47 6 0 26 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 40 2 0 20 Jun 2024
MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency Junzhe Zhang Huixuan Zhang Xunjian Yin Baizhou Huang Xu Zhang Xinyu Hu Xiaojun Wan 45 7 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 48 11 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 38 5 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 44 4 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 109 8 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 33 7 0 16 Jun 2024
Knowledge Editing in Language Models via Adapted Direct Preference Optimization Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum KELM 60 9 0 14 Jun 2024
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space Tomer Ashuach Martin Tutek Yonatan Belinkov KELM MU 71 4 0 13 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 77 53 0 12 Jun 2024
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching Xiaoying Zhang Baolin Peng Ye Tian Jingyan Zhou Yipeng Zhang Haitao Mi Helen Meng CLL KELM 81 5 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 43 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 55 0 0 05 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 50 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 56 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 44 5 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 40 3 0 31 May 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors Renzhi Wang Piji Li KELM 42 3 0 29 May 2024
Large Scale Knowledge Washing Yu Wang Ruihan Wu Zexue He Xinyu Chen Julian McAuley MU KELM 77 5 0 26 May 2024
Linearly Controlled Language Generation with Performative Guarantees Emily Cheng Marco Baroni Carmen Amo Alonso 48 3 0 24 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 Di Wang KELM 42 8 0 24 May 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection Chengming Xu Chen Liu Yikai Wang Yanwei Fu 26 5 0 24 May 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen KELM CLL 58 20 0 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 49 28 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 40 13 0 15 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning Qizhou Chen Taolin Zhang Xiaofeng He Dongyang Li Chengyu Wang Longtao Huang Hui Xue CLL KELM 51 10 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 45 35 0 28 Apr 2024
TAXI: Evaluating Categorical Knowledge Editing for Language Models Derek Powell Walter Gerych Thomas Hartvigsen KELM 44 7 0 23 Apr 2024
DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 36 5 0 10 Apr 2024
Multi-hop Question Answering under Temporal Knowledge Editing Keyuan Cheng Gang Lin Haoyang Fei Yuxuan Zhai Lu Yu Muhammad Asif Ali Lijie Hu Di Wang KELM 44 22 0 30 Mar 2024
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs Shu Yang Jiayuan Su Han Jiang Mengdi Li Keyuan Cheng Muhammad Asif Ali Lijie Hu Di Wang 44 5 0 30 Mar 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 34 2 0 26 Mar 2024
CoLLEGe: Concept Embedding Generation for Large Language Models Ryan Teehan Brenden M. Lake Mengye Ren 52 3 0 22 Mar 2024
Detoxifying Large Language Models via Knowledge Editing Meng Wang Ningyu Zhang Ziwen Xu Zekun Xi Shumin Deng Yunzhi Yao Qishen Zhang Linyi Yang Jindong Wang Huajun Chen KELM 46 56 0 21 Mar 2024
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen KELM 31 4 0 21 Mar 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? Minsu Kim James Thorne 29 6 0 19 Mar 2024
Larimar: Large Language Models with Episodic Memory Control Payel Das Subhajit Chaudhury Elliot Nelson Igor Melnyk Sarath Swaminathan ... Vijil Chenthamarakshan Jiří Jirí Navrátil Soham Dan Pin-Yu Chen CLL KELM 37 18 0 18 Mar 2024
VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark Han Huang Haitian Zhong Tao Yu Qiang Liu Shu Wu Liang Wang Tien-Ping Tan VLM KELM 33 8 0 12 Mar 2024