DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise

DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise

12 May 2025

Papers citing "DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise"

19 / 19 papers shown

Title
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 84 49 0 03 Oct 2024
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen KELM 61 5 0 21 Mar 2024
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing Chenhui Hu Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM CLL 24 29 0 16 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 171 389 0 09 Feb 2024
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 92 297 0 17 Aug 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 63 174 0 24 Jan 2023
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 97 543 0 13 Oct 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 69 337 0 13 Jun 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 68 185 0 12 Apr 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 162 1,308 0 10 Feb 2022
Knowledge Neurons in Pretrained Transformers Damai Dai Li Dong Y. Hao Zhifang Sui Baobao Chang Furu Wei KELM MU 60 440 0 18 Apr 2021
Training Networks in Null Space of Feature Covariance for Continual Learning Shipeng Wang Xiaorong Li Jian Sun Zongben Xu CLL 53 135 0 12 Mar 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 295 356 0 01 Feb 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 113 792 0 29 Dec 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 514 41,106 0 28 May 2020
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 77 886 0 10 Feb 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 533 2,639 0 03 Sep 2019
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 185 1,390 0 31 May 2018
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 426 4,444 0 18 Apr 2017