Modifying Memories in Transformer Models

1 December 2020

Srinadh Bhojanapalli

Sanjiv Kumar

Papers citing "Modifying Memories in Transformer Models"

50 / 150 papers shown

Title
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo X. He Guiquan Liu KELM 43 0 0 12 May 2025
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Jen-tse Huang Joey Tianyi Zhou AAML MU 83 3 0 01 May 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 64 0 0 29 Apr 2025
Leaking LoRa: An Evaluation of Password Leaks and Knowledge Storage in Large Language Models Ryan Marinelli Magnus Eckhoff PILM 52 0 0 29 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 39 0 0 11 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 41 0 0 08 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 68 3 0 07 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 46 2 0 01 Mar 2025
A Causal Lens for Evaluating Faithfulness Metrics Kerem Zaman Shashank Srivastava 68 0 0 26 Feb 2025
Constraining Sequential Model Editing with Editing Anchor Compression Hao-Xiang Xu Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 49 1 0 25 Feb 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 67 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 120 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 52 0 0 20 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing Yi Wang Fenghua Weng Songlin Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 53 0 0 17 Feb 2025
MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs Zilu Dong Xiangqing Shen Rui Xia KELM 78 1 0 11 Feb 2025
Reinforced Lifelong Editing for Language Models Zherui Li Houcheng Jiang Hao Chen Baolong Bi Zhenhong Zhou Fei Sun Fan Zhang Qing Guo KELM 56 5 0 09 Feb 2025
AnyEdit: Edit Any Knowledge Encoded in Language Models Houcheng Jiang Fan Zhang Ningyu Zhang Guojun Ma Mingyang Wan Xuben 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 93 3 0 04 Feb 2025
Episodic Memories Generation and Evaluation Benchmark for Large Language Models Alexis Huet Zied Ben-Houidi Dario Rossi LLMAG 56 0 0 21 Jan 2025
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach J. Yang Dapeng Chen Yajing Sun Rongjun Li Zhiyong Feng Wei Peng 51 5 0 19 Jan 2025
The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations Chenyu You Haocheng Dai Yifei Min Jasjeet Sekhon S. Joshi James S. Duncan 68 2 0 01 Jan 2025
Context-DPO: Aligning Language Models for Context-Faithfulness Baolong Bi Shaohan Huang Yixuan Wang Tianchi Yang Zihan Zhang ... Furu Wei Weiwei Deng Feng Sun Qi Zhang Shenghua Liu 113 9 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 75 2 0 19 Nov 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 41 2 0 11 Nov 2024
Continual Memorization of Factoids in Language Models Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen KELM 54 1 0 11 Nov 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs Xiusheng Huang Yequan Wang Jun Zhao Kang-Jun Liu KELM 28 6 0 31 Oct 2024
Uncovering Overfitting in Large Language Model Editing Mengqi Zhang Xiaotian Ye Qiang Liu Pengjie Ren Shu Wu Zhumin Chen KELM 34 8 0 10 Oct 2024
Neuron-Level Sequential Editing for Large Language Models Houcheng Jiang Fan Zhang Tianyu Zhang An Zhang Ruipeng Wang Tao Liang Xiang Wang KELM 48 4 0 05 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Fan Zhang Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 39 34 0 03 Oct 2024
Identifying Knowledge Editing Types in Large Language Models Xiaopeng Li Shangwen Wang Shezheng Song Bin Ji Huijun Liu Shasha Li Jun Ma Jie Yu KELM 31 1 0 29 Sep 2024
Localizing Memorization in SSL Vision Encoders Wenhao Wang Adam Dziedzic Michael Backes Franziska Boenisch 34 2 0 27 Sep 2024
"Why" Has the Least Side Effect on Model Editing Tsung-Hsuan Pan Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen KELM 26 1 0 27 Sep 2024
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 68 2 0 21 Sep 2024
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language Muhammad Asif Ali Nawal Daftardar Mutayyaba Waheed Jianbin Qin Di Wang KELM 37 1 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 47 8 0 16 Sep 2024
Synthetic continued pretraining Zitong Yang Neil Band Shuangping Li Emmanuel Candès Tatsunori Hashimoto CLL SyDa 38 11 0 11 Sep 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 29 0 0 30 Aug 2024
Analysis of Plan-based Retrieval for Grounded Text Generation Ameya Godbole Nicholas Monath Seungyeon Kim A. S. Rawat Andrew McCallum Manzil Zaheer RALM 43 2 0 20 Aug 2024
Resolving Lexical Bias in Edit Scoping with Projector Editor Networks Hammad Rizwan Domenic Rosati Ga Wu Hassan Sajjad KELM 33 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 48 0 0 15 Aug 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 44 11 0 29 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez H. Song SyDa 41 5 0 12 Jul 2024
Concept Bottleneck Models Without Predefined Concepts Simon Schrodi Julian Schur Max Argus Thomas Brox 50 9 0 04 Jul 2024
Purification Of Contaminated Convolutional Neural Networks Via Robust Recovery: An Approach with Theoretical Guarantee in One-Hidden-Layer Case Hanxiao Lu Zeyu Huang Ren Wang AAML 34 1 0 04 Jul 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Joey Tianyi Zhou KELM LRM 43 12 0 27 Jun 2024
CHEW: A Dataset of CHanging Events in Wikipedia Hsuvas Borkakoty Luis Espinosa-Anke 48 1 0 27 Jun 2024
IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons Dan Shi Renren Jin Tianhao Shen Weilong Dong Xinwei Wu Deyi Xiong 49 9 0 26 Jun 2024
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models Christopher Burger Yifan Hu Thai Le KELM 41 0 0 22 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
Mitigating Social Biases in Language Models through Unlearning O. Dige Diljot Singh Tsz Fung Yau Qixuan Zhang Borna Bolandraftar Xiaodan Zhu Faiza Khan Khattak MoMe MU 26 1 0 19 Jun 2024