DeepEdit: Knowledge Editing as Decoding with Constraints

19 January 2024

Papers citing "DeepEdit: Knowledge Editing as Decoding with Constraints"

21 / 21 papers shown

Title
Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling Ishan Kavathekar Raghav Donakanti Ponnurangam Kumaraguru Karthik Vaidhyanathan 58 0 0 27 Apr 2025
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems Chenxi Wang Jizhan Fang Xiang Chen Bozhong Tian Ziwen Xu Hongyu Chen N. Zhang KELM 96 0 0 26 Mar 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners Yunzhi Yao Jizhan Fang Jia-Chen Gu N. Zhang Shumin Deng H. Chen Nanyun Peng KELM 59 1 0 20 Mar 2025
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning Zihao Zhao Yuchen Yang Yijiang Li Yinzhi Cao LRM KELM 29 1 0 04 Oct 2024
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Junfeng Fang Xueqi Cheng KELM 47 8 0 16 Sep 2024
Can Editing LLMs Inject Harm? Canyu Chen Baixiang Huang Zekun Li Zhaorun Chen Shiyang Lai ... Xifeng Yan William Wang Philip Torr Dawn Song Kai Shu KELM 44 11 0 29 Jul 2024
PFME: A Modular Approach for Fine-grained Hallucination Detection and Editing of Large Language Models Kunquan Deng Zeyu Huang Chen Li Chenghua Lin Min Gao Wenge Rong KELM 34 0 0 29 Jun 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Yilong Xu Xueqi Cheng KELM 43 11 0 18 Jun 2024
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding Weizhi Fei Xueyan Niu Guoqing Xie Yanhua Zhang Bo Bai Lei Deng Wei Han LRM KELM RALM 38 5 0 18 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 109 8 0 17 Jun 2024
Outdated Issue Aware Decoding for Reasoning Questions on Edited Knowledge Zengkui Sun Yijin Liu Jiaan Wang Fandong Meng Jinan Xu Yufeng Chen Jie Zhou KELM 40 0 0 05 Jun 2024
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models Cheng-Hsun Hsueh Paul Kuo-Ming Huang Tzu-Han Lin Che-Wei Liao Hung-Chieh Fang Chao-Wei Huang Yun-Nung Chen KELM 41 5 0 03 Jun 2024
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts Baolong Bi Shenghua Liu Lingrui Mei Yiwei Wang Pengliang Ji Xueqi Cheng KELM 49 27 0 19 May 2024
Multi-hop Question Answering under Temporal Knowledge Editing Keyuan Cheng Gang Lin Haoyang Fei Yuxuan Zhai Lu Yu Muhammad Asif Ali Lijie Hu Di Wang KELM 27 21 0 30 Mar 2024
Detoxifying Large Language Models via Knowledge Editing Meng Wang Ningyu Zhang Ziwen Xu Zekun Xi Shumin Deng Yunzhi Yao Qishen Zhang Linyi Yang Jindong Wang Huajun Chen KELM 40 54 0 21 Mar 2024
Neighboring Perturbations of Knowledge Editing on Large Language Models Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 31 5 0 31 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
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
Editing Personality for Large Language Models Shengyu Mao Xiaohan Wang Meng Wang Yong-jia Jiang Pengjun Xie Yan Zhang Ningyu Zhang KELM 35 9 0 03 Oct 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,494 0 06 Oct 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 0 21 Oct 2021