Editing Factual Knowledge in Language Models

16 April 2021

Papers citing "Editing Factual Knowledge in Language Models"

50 / 367 papers shown

Title
Keys to Robust Edits: from Theoretical Insights to Practical Advances Jianhao Yan Futing Wang Yun Luo Yafu Li Yue Zhang KELM 26 0 0 12 Oct 2024
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing Jiamu Zheng Jinghuai Zhang Tianyu Du Xuhong Zhang Jianwei Yin Tao Lin KELM 27 0 0 12 Oct 2024
Uncovering Overfitting in Large Language Model Editing Mengqi Zhang Xiaotian Ye Qiang Liu Pengjie Ren Shu Wu Zhumin Chen KELM 31 8 0 10 Oct 2024
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models M. Farahani Richard Johansson RALM 26 2 0 07 Oct 2024
FAME: Towards Factual Multi-Task Model Editing Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 24 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
Defining Knowledge: Bridging Epistemology and Large Language Models Constanza Fierro Ruchira Dhar Filippos Stamatiou Nicolas Garneau Anders Søgaard KELM 23 4 0 03 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 35 33 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
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement Zhehao Huang Xinwen Cheng JingHao Zheng Haoran Wang Zhengbao He Tao Li X. Huang MU 40 4 0 29 Sep 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs Zheng Wang Zhongyang Li Zeren Jiang Dandan Tu Wei Shi 42 7 0 28 Sep 2024
"Why" Has the Least Side Effect on Model Editing Tsung-Hsuan Pan Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen KELM 16 1 0 27 Sep 2024
Monomial Matrix Group Equivariant Neural Functional Networks Hoang V. Tran Thieu N. Vo Tho H. Tran An T. Nguyen Tan M. Nguyen 52 5 0 18 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
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 34 1 0 02 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 51 4 0 01 Sep 2024
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing Mengqi Zhang Bowen Fang Qiang Liu Pengjie Ren Shu Wu Zhumin Chen Liang Wang KELM 17 3 0 22 Aug 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model Chenhan Yuan Fei Huang Ru Peng K. Lu Bowen Yu Chang Zhou Jingren Zhou KELM 37 0 0 20 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 44 2 0 19 Aug 2024
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA Jiaang Li Quan Wang Zhongnan Wang Yongdong Zhang Zhendong Mao CLL KELM 23 0 0 19 Aug 2024
FactorLLM: Factorizing Knowledge via Mixture of Experts for Large Language Models Zhongyu Zhao Menghang Dong Rongyu Zhang Wenzhao Zheng Yunpeng Zhang Huanrui Yang Dalong Du Kurt Keutzer Shanghang Zhang 46 0 0 15 Aug 2024
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models Chenhui Hu Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 57 2 0 14 Aug 2024
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks Verna Dankers Ivan Titov 35 5 0 09 Aug 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks Zaijing Li Yuquan Xie Rui Shao Gongwei Chen Dongmei Jiang Liqiang Nie 49 18 0 07 Aug 2024
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models Ruizhe Zhang Yongxin Xu Yuzhen Xiao Runchuan Zhu Xinke Jiang Xu Chu Junfeng Zhao Yasha Wang 37 2 0 06 Aug 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 47 28 0 22 Jul 2024
Establishing Knowledge Preference in Language Models Sizhe Zhou Sha Li Yu Meng Yizhu Jiao Heng Ji Jiawei Han KELM 68 0 0 17 Jul 2024
Cross-Lingual Multi-Hop Knowledge Editing Aditi Khandelwal Harman Singh Hengrui Gu Tianlong Chen Kaixiong Zhou KELM 36 0 0 14 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez H. Song SyDa 29 4 0 12 Jul 2024
Composable Interventions for Language Models Arinbjorn Kolbeinsson Kyle O'Brien Tianjin Huang Shanghua Gao Shiwei Liu ... Anurag J. Vaidya Faisal Mahmood Marinka Zitnik Tianlong Chen Thomas Hartvigsen KELM MU 82 5 0 09 Jul 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 66 4 0 08 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 26 0 0 29 Jun 2024
Belief Revision: The Adaptability of Large Language Models Reasoning Bryan Wilie Samuel Cahyawijaya Etsuko Ishii Junxian He Pascale Fung KELM LRM 34 1 0 28 Jun 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Mohit Bansal KELM LRM 36 11 0 27 Jun 2024
CHEW: A Dataset of CHanging Events in Wikipedia Hsuvas Borkakoty Luis Espinosa-Anke 27 1 0 27 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 29 6 0 26 Jun 2024
Enhancing Data Privacy in Large Language Models through Private Association Editing Davide Venditti Elena Sofia Ruzzetti Giancarlo A. Xompero Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto KELM 35 2 0 26 Jun 2024
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge? Huaizhi Ge Frank Rudzicz Zining Zhu KELM 43 4 0 25 Jun 2024
Multilingual Knowledge Editing with Language-Agnostic Factual Neurons Xue Zhang Yunlong Liang Fandong Meng Songming Zhang Yufeng Chen Jinan Xu Jie Zhou KELM 42 4 0 24 Jun 2024
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Deng Cai Huayang Li Tingchen Fu Siheng Li Weiwen Xu ... Leyang Cui Yan Wang Lemao Liu Taro Watanabe Shuming Shi KELM 26 2 0 24 Jun 2024
MD tree: a model-diagnostic tree grown on loss landscape Yefan Zhou Jianlong Chen Qinxue Cao Konstantin Schürholt Yaoqing Yang 29 2 0 24 Jun 2024
FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models Junyi Zhu Shuochen Liu Yu Yu Bo Tang Yibo Yan Zhiyu Li Feiyu Xiong Tong Xu Matthew B. Blaschko 42 3 0 23 Jun 2024
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models Christopher Burger Yifan Hu Thai Le KELM 34 0 0 22 Jun 2024
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models Shijie Han Zhenyu Zhang Andrei Arsene Simion 16 2 0 20 Jun 2024
Towards Minimal Targeted Updates of Language Models with Targeted Negative Training Lily H. Zhang Rajesh Ranganath Arya Tafvizi 33 1 0 19 Jun 2024
Locating and Extracting Relational Concepts in Large Language Models Zijian Wang Britney White Chang Xu KELM 38 0 0 19 Jun 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries Eden Biran Daniela Gottesman Sohee Yang Mor Geva Amir Globerson LRM 34 21 0 18 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 38 11 0 18 Jun 2024