Mass-Editing Memory in a Transformer

13 October 2022

Papers citing "Mass-Editing Memory in a Transformer"

32 / 82 papers shown

Title
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge Zengkui Sun Yijin Liu Jiaan Wang Fandong Meng Jinan Xu Yufeng Chen Jie Zhou KELM 33 0 0 05 Jun 2024
Knowledge Circuits in Pretrained Transformers Yunzhi Yao Ningyu Zhang Zekun Xi Meng Wang Ziwen Xu Shumin Deng Huajun Chen KELM 64 19 0 28 May 2024
Large Scale Knowledge Washing Yu-Xiang Wang Ruihan Wu Zexue He X. Chen Julian McAuley MU KELM 49 4 0 26 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 19 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
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 38 27 0 19 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 38 10 0 06 May 2024
What does the Knowledge Neuron Thesis Have to do with Knowledge? Jingcheng Niu Andrew Liu Zining Zhu Gerald Penn 36 29 0 03 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 67 45 0 23 Apr 2024
"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models Karina Halevy Anna Sotnikova Badr AlKhamissi Syrielle Montariol Antoine Bosselut KELM 29 3 0 29 Feb 2024
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models Yuheng Chen Pengfei Cao Yubo Chen Yining Wang Shengping Liu Kang Liu Jun Zhao KELM 30 1 0 21 Feb 2024
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing Jiaqi Li Miaozeng Du Chuanyi Zhang Yongrui Chen Nan Hu Guilin Qi Haiyun Jiang Siyuan Cheng Bo Tian 18 14 0 18 Feb 2024
Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction Kuniaki Saito Kihyuk Sohn Chen-Yu Lee Yoshitaka Ushiku 62 2 0 16 Feb 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 25 86 0 11 Jan 2024
MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA Lang Yu Qin Chen Jie Zhou Liang He KELM 11 44 0 19 Dec 2023
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia Giovanni Monea Maxime Peyrard Martin Josifoski Vishrav Chaudhary Jason Eisner Emre Kiciman Hamid Palangi Barun Patra Robert West KELM 47 12 0 04 Dec 2023
Assessing Knowledge Editing in Language Models via Relation Perspective Yifan Wei Xiaoyan Yu Huanhuan Ma Fangyu Lei Yixuan Weng Ran Song Kang Liu KELM 13 15 0 15 Nov 2023
Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP Vedant Palit Rohan Pandey Aryaman Arora Paul Pu Liang 16 20 0 27 Aug 2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks Kousik Rajesh Mrigank Raman M. A. Karim Pranit Chawla VLM 23 2 0 31 Jul 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 33 155 0 24 Jul 2023
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy Pengfei Yu Heng Ji KELM 31 9 0 29 May 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models Tim Schott Daniel Furman Shreshta Bhat ELM 17 4 0 23 May 2023
Coherent Wave Dynamics and Language Generation of a Generative Pre-trained Transformer Tao Hong 6 0 0 08 May 2023
Making a Computational Attorney Dell Zhang Frank Schilder Jack G. Conrad Masoud Makrehchi David von Rickenbach Isabelle Moulinier 11 1 0 07 Mar 2023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models Peter Hase Mohit Bansal Been Kim Asma Ghandeharioun MILM 18 167 0 10 Jan 2023
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 20 151 0 09 Nov 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 226 89 0 23 May 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 219 341 0 21 Oct 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 239 626 0 21 Apr 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 258 343 0 01 Feb 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 398 2,576 0 03 Sep 2019