Can We Edit Factual Knowledge by In-Context Learning?

22 May 2023

Ce Zheng

Lei Li

Qingxiu Dong

Zhiyong Wu

Papers citing "Can We Edit Factual Knowledge by In-Context Learning?"

48 / 148 papers shown

Title
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
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models Derong Xu Ziheng Zhang Zhihong Zhu Zhenxi Lin Qidong Liu ... Wanyu Wang Yuyang Ye Xiangyu Zhao Yefeng Zheng Enhong Chen KELM 40 9 0 28 Feb 2024
InstructEdit: Instruction-based Knowledge Editing for Large Language Models Ningyu Zhang Bo Tian Siyuan Cheng Xiaozhuan Liang Yi Hu Kouying Xue Yanjie Gou Xi Chen Huajun Chen KELM 62 4 0 25 Feb 2024
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models Jianhao Yan Yun Luo Yue Zhang ALM LRM 38 7 0 21 Feb 2024
Potential and Challenges of Model Editing for Social Debiasing Jianhao Yan Futing Wang Yafu Li Yue Zhang KELM 73 9 0 21 Feb 2024
Event-level Knowledge Editing Hao Peng Xiaozhi Wang Chunyang Li Kaisheng Zeng Jiangshan Duo Yixin Cao Lei Hou Juanzi Li KELM 52 5 0 20 Feb 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models Tianjie Ju Yijin Chen Xinwei Yuan ZhuoSheng Zhang Wei Du Yubin Zheng Gongshen Liu KELM 33 8 0 19 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 20 14 0 18 Feb 2024
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning Shu Yang Muhammad Asif Ali Cheng-Long Wang Lijie Hu Di Wang CLL MoE 37 38 0 17 Feb 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models Zihao Lin Mohammad Beigi Hongxuan Li Yufan Zhou Yuxiang Zhang Qifan Wang Wenpeng Yin Lifu Huang KELM 29 8 0 16 Feb 2024
Long-form evaluation of model editing Domenic Rosati Robie Gonzales Jinkun Chen Xuemin Yu Melis Erkan Yahya Kayani Satya Deepika Chavatapalli Frank Rudzicz Hassan Sajjad KELM 22 11 0 14 Feb 2024
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization Feifan Song Yuxuan Fan Xin Zhang Peiyi Wang Houfeng Wang 32 8 0 14 Feb 2024
Rethinking Machine Unlearning for Large Language Models Sijia Liu Yuanshun Yao Jinghan Jia Stephen Casper Nathalie Baracaldo ... Hang Li Kush R. Varshney Mohit Bansal Sanmi Koyejo Yang Liu AILaw MU 82 84 0 13 Feb 2024
Knowledge Editing on Black-box Large Language Models Xiaoshuai Song Zhengyang Wang Keqing He Guanting Dong Yutao Mou Jinxu Zhao Weiran Xu KELM 36 2 0 13 Feb 2024
Can LLMs Learn New Concepts Incrementally without Forgetting? Junhao Zheng Shengjie Qiu Qianli Ma CLL 40 0 0 13 Feb 2024
MEMORYLLM: Towards Self-Updatable Large Language Models Yu Wang Yifan Gao Xiusi Chen Haoming Jiang Shiyang Li ... Zheng Li Xian Li Bing Yin Jingbo Shang Julian McAuley KELM 35 17 0 07 Feb 2024
Distinguishing the Knowable from the Unknowable with Language Models Gustaf Ahdritz Tian Qin Nikhil Vyas Boaz Barak Benjamin L. Edelman 37 19 0 05 Feb 2024
Factuality of Large Language Models in the Year 2024 Yuxia Wang Minghan Wang Muhammad Arslan Manzoor Fei Liu Georgi Georgiev Rocktim Jyoti Das Preslav Nakov LRM HILM 40 21 0 04 Feb 2024
DeepEdit: Knowledge Editing as Decoding with Constraints Yiwei Wang Muhao Chen Nanyun Peng Kai-Wei Chang KELM 26 26 0 19 Jan 2024
Editing Arbitrary Propositions in LLMs without Subject Labels Itai Feigenbaum Devansh Arpit Huan Wang Shelby Heinecke Juan Carlos Niebles Weiran Yao Caiming Xiong Silvio Savarese KELM 19 2 0 15 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 55 77 0 02 Jan 2024
Improving In-context Learning via Bidirectional Alignment Chengwei Qin Wenhan Xia Fangkai Jiao Chen Chen Yuchen Hu Bosheng Ding Chenyu You 43 7 0 28 Dec 2023
PokeMQA: Programmable knowledge editing for Multi-hop Question Answering Hengrui Gu Kaixiong Zhou Xiaotian Han Ninghao Liu Ruobing Wang Xin Wang LRM KELM 69 23 0 23 Dec 2023
Retrieval-augmented Multilingual Knowledge Editing Weixuan Wang Barry Haddow Alexandra Birch KELM 33 9 0 20 Dec 2023
History Matters: Temporal Knowledge Editing in Large Language Model Xunjian Yin Jin Jiang Liming Yang Xiaojun Wan KELM 22 12 0 09 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 39 15 0 15 Nov 2023
Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models Yujin Kim Jaehong Yoon Seonghyeon Ye Sangmin Bae Namgyu Ho Sung Ju Hwang Se-Young Yun KELM 45 10 0 14 Nov 2023
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models Shiwen Ni Dingwei Chen Chengming Li Xiping Hu Ruifeng Xu Min Yang KELM MoMe 42 7 0 14 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 26 38 0 10 Nov 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 81 137 0 24 Oct 2023
Can We Edit Multimodal Large Language Models? Siyuan Cheng Bo Tian Qingbin Liu Xi Chen Yongheng Wang Huajun Chen Ningyu Zhang MLLM 36 28 0 12 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 29 21 0 11 Oct 2023
Editing Personality for Large Language Models Shengyu Mao Xiaohan Wang Meng Wang Yong-jia Jiang Pengjun Xie Yan Zhang Ningyu Zhang KELM 37 9 0 03 Oct 2023
Cross-Lingual Knowledge Editing in Large Language Models Jiaan Wang Yunlong Liang Zengkui Sun Yu Cao Jiarong Xu Fandong Meng KELM 33 11 0 16 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 524 0 03 Sep 2023
PMET: Precise Model Editing in a Transformer Xiaopeng Li Shasha Li Shezheng Song Jing Yang Jun Ma Jie Yu KELM 36 119 0 17 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 43 42 0 14 Aug 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 42 157 0 24 Jul 2023
Editing Large Language Models: Problems, Methods, and Opportunities Yunzhi Yao Peng Wang Bo Tian Shuyang Cheng Zhoubo Li Shumin Deng Huajun Chen Ningyu Zhang KELM 34 281 0 22 May 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 22 471 0 31 Dec 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 249 83 0 07 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 375 12,081 0 04 Mar 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 0 21 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 281 1,124 0 18 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 272 347 0 01 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,313 0 17 Jan 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,007 0 31 Dec 2020
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 225 620 0 03 Sep 2019