Editing Common Sense in Transformers

24 May 2023

Anshita Gupta

Debanjan Mondal

Akshay Krishna Sheshadri

Xiang Lorraine Li

Papers citing "Editing Common Sense in Transformers"

21 / 21 papers shown

Title
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 64 0 0 29 Apr 2025
A Causal Lens for Evaluating Faithfulness Metrics Kerem Zaman Shashank Srivastava 66 0 0 26 Feb 2025
Concept-ROT: Poisoning Concepts in Large Language Models with Model Editing Keltin Grimes Marco Christiani David Shriver Marissa Connor KELM 80 1 0 17 Dec 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 32 1 0 04 Nov 2024
Commonsense Knowledge Editing Based on Free-Text in LLMs Xiusheng Huang Yequan Wang Jun Zhao Kang-Jun Liu KELM 28 6 0 31 Oct 2024
Reasons and Solutions for the Decline in Model Performance after Editing Xiusheng Huang Jiaxiang Liu Yequan Wang Kang-Jun Liu KELM 47 4 0 31 Oct 2024
FAME: Towards Factual Multi-Task Model Editing Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 29 1 0 07 Oct 2024
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models Daking Rai Yilun Zhou Shi Feng Abulhair Saparov Ziyu Yao 82 19 0 02 Jul 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Joey Tianyi Zhou KELM LRM 43 12 0 27 Jun 2024
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge? Huaizhi Ge Frank Rudzicz Zining Zhu KELM 48 4 0 25 Jun 2024
Locating and Extracting Relational Concepts in Large Language Models Zijian Wang Britney White Chang Xu KELM 43 0 0 19 Jun 2024
In-Context Editing: Learning Knowledge from Self-Induced Distributions Siyuan Qi Bangcheng Yang Kailin Jiang Xiaobo Wang Jiaqi Li Yifan Zhong Yaodong Yang Zilong Zheng KELM 106 8 0 17 Jun 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 56 4 0 14 Apr 2024
Chain-of-Thought Unfaithfulness as Disguised Accuracy Oliver Bentham Nathan Stringham Ana Marasović LRM HILM 50 8 0 22 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 72 83 0 13 Feb 2024
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 71 133 0 24 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 LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge Yasumasa Onoe Michael J.Q. Zhang Shankar Padmanabhan Greg Durrett Eunsol Choi KELM 201 73 0 02 May 2023
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 44 62 0 28 Jan 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 0 21 Oct 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada Kaheer Suleman Adam Trischler Jackie C.K. Cheung 113 19 0 20 Apr 2021