Editing Factual Knowledge in Language Models

16 April 2021

Papers citing "Editing Factual Knowledge in Language Models"

50 / 367 papers shown

Title
See the Unseen: Better Context-Consistent Knowledge-Editing by Noises Youcheng Huang Wenqiang Lei Zheng-Wei Zhang Jiancheng Lv Shuicheng Yan KELM 24 6 0 15 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
Model Editing at Scale leads to Gradual and Catastrophic Forgetting Akshat Gupta Anurag Rao Gopala Anumanchipalli KELM CLL 20 48 0 15 Jan 2024
TOFU: A Task of Fictitious Unlearning for LLMs Pratyush Maini Zhili Feng Avi Schwarzschild Zachary Chase Lipton J. Zico Kolter MU CLL 38 142 0 11 Jan 2024
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue Jia-Chen Gu Haoyang Xu Jun-Yu Ma Pan Lu Zhen-Hua Ling Kai-Wei Chang Nanyun Peng KELM 33 35 0 09 Jan 2024
MPN: Leveraging Multilingual Patch Neuron for Cross-lingual Model Editing Nianwen Si Hao Zhang Weiqiang Zhang KELM 23 6 0 06 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 47 76 0 02 Jan 2024
Trace and Edit Relation Associations in GPT Jiahang Li Taoyu Chen Yuanli Wang KELM 8 4 0 30 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 66 22 0 23 Dec 2023
Retrieval-augmented Multilingual Knowledge Editing Weixuan Wang Barry Haddow Alexandra Birch KELM 25 9 0 20 Dec 2023
History Matters: Temporal Knowledge Editing in Large Language Model Xunjian Yin Jin Jiang Liming Yang Xiaojun Wan KELM 14 12 0 09 Dec 2023
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness Zichao Li Ines Arous Siva Reddy Jackie CK Cheung KELM 24 13 0 04 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 51 12 0 04 Dec 2023
Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers Chi-Pin Huang Kai-Po Chang Chung-Ting Tsai Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang DiffM 11 47 0 29 Nov 2023
DUnE: Dataset for Unified Editing Afra Feyza Akyürek Eric Pan Garry Kuwanto Derry Wijaya KELM 32 17 0 27 Nov 2023
Knowledge Unlearning for LLMs: Tasks, Methods, and Challenges Nianwen Si Hao Zhang Heyu Chang Wenlin Zhang Dan Qu Weiqiang Zhang KELM MU 80 26 0 27 Nov 2023
$$\textit{Dial BeInfo for Faithfulness}$: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning$ $\textit{Dial BeInfo for Faithfulness}$ : Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning E. Razumovskaia Ivan Vulić Pavle Marković Tomasz Cichy Qian Zheng Tsung-Hsien Wen Paweł Budzianowski HILM 40 10 0 16 Nov 2023
Online Continual Knowledge Learning for Language Models Yuhao Wu Tongjun Shi Karthick Sharma Chun Seah Shuhao Zhang CLL KELM 28 4 0 16 Nov 2023
On Retrieval Augmentation and the Limitations of Language Model Training Ting-Rui Chiang Xinyan Velocity Yu Joshua Robinson Ollie Liu Isabelle G. Lee Dani Yogatama RALM 28 0 0 16 Nov 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 37 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 39 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 21 37 0 10 Nov 2023
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 41 722 0 09 Nov 2023
Massive Editing for Large Language Models via Meta Learning Chenmien Tan Ge Zhang Jie Fu KELM 27 29 0 08 Nov 2023
Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? Shaoyang Xu Junzhuo Li Deyi Xiong KELM 73 16 0 07 Nov 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl N. Edwards Manling Li ... Yi Ren Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 38 5 0 31 Oct 2023
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models Xinwei Wu Junzhuo Li Minghui Xu Weilong Dong Shuangzhi Wu Chao Bian Deyi Xiong MU KELM 27 46 0 31 Oct 2023
A Survey on Knowledge Editing of Neural Networks Vittorio Mazzia Alessandro Pedrani Andrea Caciolai Kay Rottmann Davide Bernardi KELM 20 24 0 30 Oct 2023
Debiasing Algorithm through Model Adaptation Tomasz Limisiewicz David Marecek Tomáš Musil 21 12 0 29 Oct 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 24 16 0 25 Oct 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 74 133 0 24 Oct 2023
Evaluating the Knowledge Base Completion Potential of GPT Blerta Veseli Simon Razniewski Jan-Christoph Kalo G. Weikum KELM ELM 27 7 0 23 Oct 2023
SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation Chongyu Fan Jiancheng Liu Yihua Zhang Eric Wong Dennis Wei Sijia Liu MU 27 125 0 19 Oct 2023
Emptying the Ocean with a Spoon: Should We Edit Models? Yuval Pinter Michael Elhadad KELM 27 26 0 18 Oct 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective Ming Zhong Chenxin An Weizhu Chen Jiawei Han Pengcheng He 26 9 0 17 Oct 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter K. Wense 36 3 0 16 Oct 2023
Untying the Reversal Curse via Bidirectional Language Model Editing Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu KELM 79 36 0 16 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 24 60 0 16 Oct 2023
Can We Edit Multimodal Large Language Models? Siyuan Cheng Bo Tian Qingbin Liu Xi Chen Yongheng Wang Huajun Chen Ningyu Zhang MLLM 30 28 0 12 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 184 0 11 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 24 21 0 11 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation Robert Litschko Max Müller-Eberstein Rob van der Goot Leon Weber Barbara Plank LRM 21 2 0 09 Oct 2023
Factuality Challenges in the Era of Large Language Models Isabelle Augenstein Timothy Baldwin Meeyoung Cha Tanmoy Chakraborty Giovanni Luca Ciampaglia ... Rubén Míguez Preslav Nakov Dietram A. Scheufele Shivam Sharma Giovanni Zagni HILM 34 31 0 08 Oct 2023
Parameter Efficient Multi-task Model Fusion with Partial Linearization Anke Tang Li Shen Yong Luo Yibing Zhan Han Hu Bo Du Yixin Chen Dacheng Tao MoMe 26 30 0 07 Oct 2023
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models Deniz Bayazit Negar Foroutan Zeming Chen Gail Weiss Antoine Bosselut KELM 29 13 0 04 Oct 2023
Can Language Models be Instructed to Protect Personal Information? Yang Chen Ethan Mendes Sauvik Das Wei-ping Xu Alan Ritter PILM 21 34 0 03 Oct 2023
On the Safety of Open-Sourced Large Language Models: Does Alignment Really Prevent Them From Being Misused? Hangfan Zhang Zhimeng Guo Huaisheng Zhu Bochuan Cao Lu Lin Jinyuan Jia Jinghui Chen Di Wu 78 23 0 02 Oct 2023
Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks Vaidehi Patil Peter Hase Joey Tianyi Zhou KELM AAML 25 96 0 29 Sep 2023
KLoB: a Benchmark for Assessing Knowledge Locating Methods in Language Models Yiming Ju Zheng Zhang KELM 27 8 0 28 Sep 2023