Benchmarking and Rethinking Knowledge Editing for Large Language Models

24 May 2025

Papers citing "Benchmarking and Rethinking Knowledge Editing for Large Language Models"

30 / 30 papers shown

Title
Learning to Reason under Off-Policy Guidance Jianhao Yan Yafu Li Zican Hu Zhi Wang Ganqu Cui Xiaoye Qu Yu Cheng Yue Zhang OffRL LRM 115 17 0 21 Apr 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 113 5 0 07 Mar 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning DeepSeek-AI Daya Guo Dejian Yang Haowei Zhang Junxiao Song ... Shiyu Wang S. Yu Shunfeng Zhou Shuting Pan S.S. Li ReLM VLM OffRL AI4TS LRM 380 2,000 0 22 Jan 2025
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Sihang Li Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 145 66 0 03 Oct 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 96 15 0 06 May 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems Chaoqun He Renjie Luo Yuzhuo Bai Shengding Hu Zhen Leng Thai ... Yuxiang Zhang Jie Liu Lei Qi Zhiyuan Liu Maosong Sun ELM AIMat 122 282 0 21 Feb 2024
Learning to Edit: Aligning LLMs with Knowledge Editing Yuxin Jiang Yufei Wang Chuhan Wu Wanjun Zhong Xingshan Zeng ... Xin Jiang Lifeng Shang Ruiming Tang Qun Liu Wei Wang KELM 73 30 0 19 Feb 2024
WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing Chenhui Hu Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM CLL 62 31 0 16 Feb 2024
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 64 24 0 11 Oct 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 67 57 0 14 Aug 2023
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions Zexuan Zhong Zhengxuan Wu Christopher D. Manning Christopher Potts Danqi Chen KELM 82 217 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 107 311 0 22 May 2023
Can We Edit Factual Knowledge by In-Context Learning? Ce Zheng Lei Li Qingxiu Dong Yuxuan Fan Zhiyong Wu Jingjing Xu Baobao Chang KELM 77 216 0 22 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
Transformer-Patcher: One Mistake worth One Neuron Zeyu Huang Songlin Yang Xiaofeng Zhang Jie Zhou Wenge Rong Zhang Xiong KELM 94 179 0 24 Jan 2023
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 141 600 0 13 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 362 1,094 0 05 Oct 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 105 361 0 13 Jun 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 86 186 0 12 Apr 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 886 13,207 0 04 Mar 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 251 1,389 0 10 Feb 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 216 923 0 16 Dec 2021
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 335 378 0 21 Oct 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 234 4,004 0 28 Jul 2021
Knowledge Neurons in Pretrained Transformers Damai Dai Li Dong Y. Hao Zhifang Sui Baobao Chang Furu Wei KELM MU 110 464 0 18 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 125 512 0 16 Apr 2021
Transformer Feed-Forward Layers Are Key-Value Memories Mor Geva R. Schuster Jonathan Berant Omer Levy KELM 182 847 0 29 Dec 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 146 1,412 0 28 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 579 2,677 0 03 Sep 2019