Mass-Editing Memory in a Transformer

13 October 2022

Papers citing "Mass-Editing Memory in a Transformer"

50 / 412 papers shown

Title
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning Renzhi Wang Piji Li 37 4 0 28 May 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 69 20 0 28 May 2024
Improved Generation of Adversarial Examples Against Safety-aligned LLMs Qizhang Li Yiwen Guo Wangmeng Zuo Hao Chen AAML SILM 28 5 0 28 May 2024
Cross-Modal Safety Alignment: Is textual unlearning all you need? Trishna Chakraborty Erfan Shayegani Zikui Cai Nael B. Abu-Ghazaleh M. Salman Asif Yue Dong A. Roy-Chowdhury Chengyu Song 41 16 0 27 May 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 59 8 0 27 May 2024
Large Scale Knowledge Washing Yu-Xiang 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 40 7 0 24 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 27 3 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 50 20 0 23 May 2024
Implicit In-context Learning Zhuowei Li Zihao Xu Ligong Han Yunhe Gao Song Wen Di Liu Hao Wang Dimitris N. Metaxas 38 1 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 27 0 19 May 2024
Learnable Privacy Neurons Localization in Language Models Ruizhe Chen Tianxiang Hu Yang Feng Zuo-Qiang Liu 44 12 0 16 May 2024
Elements of World Knowledge (EWOK): A cognition-inspired framework for evaluating basic world knowledge in language models Anna A. Ivanova Aalok Sathe Benjamin Lipkin Unnathi Kumar S. Radkani ... Leshem Choshen Roger Levy Evelina Fedorenko Josh Tenenbaum Jacob Andreas 46 23 0 15 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
Can Language Models Explain Their Own Classification Behavior? Dane Sherburn Bilal Chughtai Owain Evans 47 1 0 13 May 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 52 104 0 09 May 2024
Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions Ruizhe Li Yanjun Gao KELM 37 5 0 06 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 45 10 0 06 May 2024
What does the Knowledge Neuron Thesis Have to do with Knowledge? Jingcheng Niu Andrew Liu Zining Zhu Gerald Penn 48 31 0 03 May 2024
Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3 Junsang Yoon Akshat Gupta Gopala Anumanchipalli 33 5 0 01 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 52 64 0 25 Apr 2024
TAXI: Evaluating Categorical Knowledge Editing for Language Models Derek Powell Walter Gerych Thomas Hartvigsen KELM 44 7 0 23 Apr 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 84 46 0 23 Apr 2024
Mechanistic Interpretability for AI Safety -- A Review Leonard Bereska E. Gavves AI4CE 40 114 0 22 Apr 2024
Offset Unlearning for Large Language Models James Y. Huang Wenxuan Zhou Fei Wang Fred Morstatter Sheng Zhang Hoifung Poon Muhao Chen MU 30 14 0 17 Apr 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model Hengyuan Zhang Yanru Wu Dawei Li Zacc Yang Rui Zhao Yong Jiang Fei Tan ALM 32 1 0 16 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
Locating and Editing Factual Associations in Mamba Arnab Sen Sharma David Atkinson David Bau KELM 76 28 0 04 Apr 2024
Scalable Model Editing via Customized Expert Networks Zihan Yao Yu He Tianyu Qi Ming Li KELM 37 4 0 03 Apr 2024
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing Yijun Yang Jie He Pinzhen Chen Víctor Gutiérrez-Basulto Jeff Z. Pan KELM HILM 30 0 0 01 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 27 22 0 30 Mar 2024
On Large Language Models' Hallucination with Regard to Known Facts Che Jiang Biqing Qi Xiangyu Hong Dayuan Fu Yang Cheng Fandong Meng Mo Yu Bowen Zhou Jie Zhou HILM LRM 39 16 0 29 Mar 2024
Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations Lei Yu Meng Cao Jackie Chi Kit Cheung Yue Dong HILM 33 7 0 27 Mar 2024
MyVLM: Personalizing VLMs for User-Specific Queries Yuval Alaluf Elad Richardson Sergey Tulyakov Kfir Aberman Daniel Cohen-Or MLLM VLM 38 18 0 21 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 43 55 0 21 Mar 2024
Locating and Mitigating Gender Bias in Large Language Models Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen 32 5 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
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction Yuren Mao Xuemei Dong Wenyi Xu Yunjun Gao Bin Wei Ying Zhang 33 9 0 21 Mar 2024
WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models Hichem Ammar Khodja Frédéric Béchet Quentin Brabant Alexis Nasr Gwénolé Lecorvé HILM KELM SyDa 27 6 0 21 Mar 2024
A Unified Framework for Model Editing Akshat Gupta Dev Sajnani Gopala Anumanchipalli KELM 70 26 0 21 Mar 2024
Editing Massive Concepts in Text-to-Image Diffusion Models Tianwei Xiong Yue Wu Enze Xie Yue Wu Zhenguo Li Xihui Liu 90 10 0 20 Mar 2024
BadEdit: Backdooring large language models by model editing Yanzhou Li Tianlin Li Kangjie Chen Jian Zhang Shangqing Liu Wenhan Wang Tianwei Zhang Yang Liu SyDa AAML KELM 56 53 0 20 Mar 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? Minsu Kim James Thorne 29 6 0 19 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 73 24 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
The Missing Piece in Model Editing: A Deep Dive into the Hidden Damage Brought By Model Editing Jianchen Wang Zhouhong Gu Xiaoxuan Zhu Lin Zhang Haoning Ye Zhuozhi Xiong Hongwei Feng Yanghua Xiao KELM 38 2 0 12 Mar 2024
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing Akshat Gupta Sidharth Baskaran Gopala Anumanchipalli KELM 65 21 0 11 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 34 13 0 10 Mar 2024
MACE: Mass Concept Erasure in Diffusion Models Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 47 78 0 10 Mar 2024