PMET: Precise Model Editing in a Transformer

17 August 2023

Shasha Li

Papers citing "PMET: Precise Model Editing in a Transformer"

50 / 86 papers shown

Title
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 53 0 0 29 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
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing Bhiman Kumar Baghel Scott M. Jordan Zheyuan Ryan Shi Xiang Lorraine Li KELM 50 0 0 14 Mar 2025
Norm Growth and Stability Challenges in Localized Sequential Knowledge Editing Akshat Gupta Christine Fang Atahan Ozdemir Maochuan Lu Ahmed Alaa Thomas Hartvigsen Gopala Anumanchipalli KELM 31 0 0 26 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
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
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs Zilu Dong Xiangqing Shen Rui Xia KELM 73 1 0 11 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 45 5 0 09 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
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine Hanguang Xiao Feizhong Zhou X. Liu Tianqi Liu Zhipeng Li Xin Liu Xiaoxuan Huang AILaw LM&MA LRM 59 17 0 31 Dec 2024
LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment Binrui Zeng Bin Ji Xiaodong Liu Jie Yu Shasha Li Jun Ma Xiaopeng Li Shangwen Wang Xinran Hong Yongtao Tang MQ 36 1 0 24 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
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing Keltin Grimes Marco Christiani David Shriver Marissa Connor KELM 80 1 0 17 Dec 2024
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs Lanxiang Hu Tajana Rosing Hao Zhang 79 0 0 15 Dec 2024
Model Editing for LLMs4Code: How Far are We? Xiaopeng Li Shangwen Wang Shasha Li Jun Ma Jie Yu Xiaodong Liu Jing Wang Bin Ji Weimin Zhang KELM 39 1 0 11 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
Interpreting token compositionality in LLMs: A robustness analysis Nura Aljaafari Danilo S. Carvalho André Freitas 11 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
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
Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing Zhuoran Zhang Y. Li Zijian Kan Keyuan Cheng Lijie Hu Di Wang KELM 24 4 0 08 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
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
Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models Xiyu Liu Zhengxiao Liu Naibin Gu Zheng-Shen Lin Wanli Ma Ji Xiang Weiping Wang KELM 44 0 0 27 Aug 2024
MEGen: Generative Backdoor in Large Language Models via Model Editing Jiyang Qiu Xinbei Ma Zhuosheng Zhang Hai Zhao AAML KELM SILM 23 3 0 20 Aug 2024
Resolving Lexical Bias in Edit Scoping with Projector Editor Networks Hammad Rizwan Domenic Rosati Ga Wu Hassan Sajjad KELM 18 0 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 52 2 0 14 Aug 2024
The Mechanics of Conceptual Interpretation in GPT Models: Interpretative Insights Nura Aljaafari Danilo S. Carvalho André Freitas KELM 24 0 0 05 Aug 2024
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng-Long Jiang MU 29 13 0 30 Jul 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip H. S. Torr Dawn Song Kai Shu KELM 38 11 0 29 Jul 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 1 0 22 Jul 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 57 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 20 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 34 7 0 28 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 40 4 0 24 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 29 3 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 94 8 0 17 Jun 2024
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language Models Alessio Galatolo Meriem Beloucif Katie Winkle 33 0 0 15 Jun 2024
Knowledge Editing in Language Models via Adapted Direct Preference Optimization Amit Rozner Barak Battash Lior Wolf Ofir Lindenbaum KELM 46 8 0 14 Jun 2024
The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models Ryosuke Takahashi Go Kamoda Benjamin Heinzerling Keisuke Sakaguchi Kentaro Inui MU KELM 36 0 0 10 Jun 2024
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge Zengkui Sun Yijin Liu Jiaan Wang Fandong Meng Jinan Xu Yufeng Chen Jie Zhou KELM 31 0 0 05 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 28 5 0 03 Jun 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors Renzhi Wang Piji Li KELM 32 3 0 29 May 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning Renzhi Wang Piji Li 27 4 0 28 May 2024
Linearly Controlled Language Generation with Performative Guarantees Emily Cheng Marco Baroni Carmen Amo Alonso 37 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 32 7 0 24 May 2024
Learnable Privacy Neurons Localization in Language Models Ruizhe Chen Tianxiang Hu Yang Feng Zuo-Qiang Liu 26 12 0 16 May 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing Ruizhe Chen Yichen Li Zikai Xiao Zuo-Qiang Liu KELM 36 13 0 15 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 64 36 0 23 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 19 21 0 30 Mar 2024