Evaluating the Ripple Effects of Knowledge Editing in Language Models

24 July 2023

Papers citing "Evaluating the Ripple Effects of Knowledge Editing in Language Models"

33 / 133 papers shown

Title
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness Zichao Li Ines Arous Siva Reddy Jackie CK Cheung KELM 16 13 0 04 Dec 2023
DUnE: Dataset for Unified Editing Afra Feyza Akyürek Eric Pan Garry Kuwanto Derry Wijaya KELM 14 17 0 27 Nov 2023
Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks Ting-Yun Chang Jesse Thomason Robin Jia 10 6 0 15 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 16 34 0 10 Nov 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 127 0 24 Oct 2023
Emptying the Ocean with a Spoon: Should We Edit Models? Yuval Pinter Michael Elhadad KELM 20 26 0 18 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 35 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 28 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 31 170 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 11 21 0 11 Oct 2023
Editing Personality for Large Language Models Shengyu Mao Xiaohan Wang Meng Wang Yong-jia Jiang Pengjun Xie Fei Huang Ningyu Zhang KELM 24 1 0 03 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 16 175 0 02 Oct 2023
Teach AI How to Code: Using Large Language Models as Teachable Agents for Programming Education Hyoungwook Jin Seonghee Lee Hyun Joon Shin Juho Kim LLMAG 13 49 0 25 Sep 2023
"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs Cheng Qian Xinran Zhao Sherry Tongshuang Wu KELM 12 8 0 15 Sep 2023
Memory Injections: Correcting Multi-Hop Reasoning Failures during Inference in Transformer-Based Language Models Mansi Sakarvadia Aswathy Ajith Arham Khan Daniel Grzenda Nathaniel Hudson André Bauer Kyle Chard Ian T. Foster KELM LRM 9 16 0 11 Sep 2023
PMET: Precise Model Editing in a Transformer Xiaopeng Li Shasha Li Shezheng Song Jing Yang Jun Ma Jie Yu KELM 12 115 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 19 30 0 14 Aug 2023
Propagating Knowledge Updates to LMs Through Distillation Shankar Padmanabhan Yasumasa Onoe Michael J.Q. Zhang Greg Durrett Eunsol Choi KELM 6 18 0 15 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 19 684 0 14 Jun 2023
Measuring and Modifying Factual Knowledge in Large Language Models Pouya Pezeshkpour KELM 14 17 0 09 Jun 2023
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy Pengfei Yu Heng Ji KELM 18 9 0 29 May 2023
Editing Common Sense in Transformers Anshita Gupta Debanjan Mondal Akshay Krishna Sheshadri Wenlong Zhao Xiang Lorraine Li Sarah Wiegreffe Niket Tandon KELM 21 20 0 24 May 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 25 275 0 22 May 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
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 189 260 0 28 Apr 2023
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 170 74 0 30 Jan 2023
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Feiyu Xiong Wei Guo Huajun Chen KELM 39 23 0 25 Jan 2023
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 301 11,730 0 04 Mar 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 219 254 0 21 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 216 122 0 07 Oct 2021
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 220 64 0 29 Sep 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 213 651 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019