Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors

20 November 2022

Papers citing "Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors"

44 / 44 papers shown

Title
REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing Haitian Zhong Yuhuan Liu Ziyang Xu Guofan Liu Qiang Liu Shu Wu Zhe Zhao Liang Wang Tieniu Tan KELM 15 0 0 25 May 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing Peng Wang Biyu Zhou Xuehai Tang Jizhong Han Songlin Hu KELM 38 0 0 21 May 2025
Temporal Alignment of Time Sensitive Facts with Activation Engineering Sanjay Govindan Maurice Pagnucco Yang Song KELM LLMSV AI4CE 31 0 0 20 May 2025
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo Xiaoxiao He Guiquan Liu KELM 70 0 0 12 May 2025
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 116 1 0 30 Apr 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 71 0 0 29 Apr 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 48 0 0 08 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 81 2 0 27 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou Junlin Li Qiaoming Zhu Hao Fei KELM 126 2 0 21 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Sihang Li Xinze Wang KELM 72 5 0 09 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Sihang Li Ningyu Zhang Guojun Ma Mingyang Wan Xiang 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 124 4 0 04 Feb 2025
Lifelong Knowledge Editing requires Better Regularization Akshat Gupta Phudish Prateepamornkul Maochuan Lu Ahmed Alaa Thomas Hartvigsen Gopala Anumanchipalli KELM 82 1 0 03 Feb 2025
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 55 0 0 22 Dec 2024
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts Qizhou Chen Chengyu Wang Dakan Wang Taolin Zhang Wangyue Li Xiaofeng He KELM 99 1 0 23 Nov 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 70 1 0 13 Oct 2024
Keys to Robust Edits: from Theoretical Insights to Practical Advances Jianhao Yan Futing Wang Yun Luo Yafu Li Yue Zhang KELM 30 0 0 12 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Sihang Li Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 67 40 0 03 Oct 2024
UniAdapt: A Universal Adapter for Knowledge Calibration Tai D. Nguyen Long H. Pham Jun Sun KELM 57 0 0 01 Oct 2024
Identifying Knowledge Editing Types in Large Language Models Xiaopeng Li Shasha Li Shangwen Wang Shezheng Song Bin Ji Huijun Liu Jun Ma Jie Yu KELM 36 1 0 29 Sep 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 306 1 0 20 Sep 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 76 3 0 19 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 66 2 0 14 Aug 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 102 4 0 09 Jul 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 81 4 0 08 Jul 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 60 6 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
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 94 8 0 27 May 2024
Large Scale Knowledge Washing Yu Wang Ruihan Wu Zexue He Xinyu Chen Julian McAuley MU KELM 79 5 0 26 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 56 11 0 06 May 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 91 48 0 23 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 112 9 0 17 Apr 2024
Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering Baiyan Zhang Qin Chen Jie Zhou Jian Jin Liang He 33 3 0 17 Mar 2024
Editing Conceptual Knowledge for Large Language Models Xiaohan Wang Shengyu Mao Ningyu Zhang Shumin Deng Yunzhi Yao Yue Shen Lei Liang Jinjie Gu Huajun Chen KELM 57 14 0 10 Mar 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration Fali Wang Runxue Bao Suhang Wang Wenchao Yu Yanchi Liu Wei Cheng Haifeng Chen KELM 32 10 0 18 Feb 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models Zihao Lin Mohammad Beigi Hongxuan Li Yufan Zhou Yuxiang Zhang Qifan Wang Wenpeng Yin Lifu Huang KELM 34 8 0 16 Feb 2024
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering Xiaopeng Li Huijun Liu Shangwen Wang Bin Ji Bing Ji ... Jun Ma Jie Yu Xiaodong Liu Jing Wang Weimin Zhang KELM 74 4 0 31 Jan 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA Lang Yu Qin Chen Jie Zhou Liang He KELM 34 52 0 19 Dec 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark Gales HILM LRM 154 405 0 15 Mar 2023
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 94 46 0 22 Oct 2022
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 111 27 0 25 May 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 345 0 21 Oct 2021
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical Imaging Thomas Henn Yasukazu Sakamoto Clément Jacquet Shunsuke Yoshizawa M. Andou ... R. Saga Hiroyuki Ishihara Katsuhiko Shimizu Yingzhen Li Ryutaro Tanno 118 9 0 25 Sep 2021
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Cheolhyoung Lee Kyunghyun Cho Wanmo Kang MoE 249 208 0 25 Sep 2019