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Reasons and Solutions for the Decline in Model Performance after Editing

Reasons and Solutions for the Decline in Model Performance after Editing

31 October 2024
Xiusheng Huang
Jiaxiang Liu
Yequan Wang
Kang-Jun Liu
    KELM
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Papers citing "Reasons and Solutions for the Decline in Model Performance after Editing"

5 / 5 papers shown
Title
SetKE: Knowledge Editing for Knowledge Elements Overlap
SetKE: Knowledge Editing for Knowledge Elements Overlap
Yifan Wei
Xiaoyan Yu
Ran Song
Hao Peng
Angsheng Li
KELM
53
0
0
29 Apr 2025
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
Yunzhi Yao
Jizhan Fang
Jia-Chen Gu
N. Zhang
Shumin Deng
H. Chen
Nanyun Peng
KELM
54
1
0
20 Mar 2025
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
Capability Localization: Capabilities Can be Localized rather than Individual Knowledge
Xiusheng Huang
Jiaxiang Liu
Yequan Wang
Jun Zhao
Kang Liu
51
0
0
28 Feb 2025
Commonsense Knowledge Editing Based on Free-Text in LLMs
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
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains
Yein Park
Chanwoong Yoon
Jungwoo Park
Donghyeon Lee
Minbyul Jeong
Jaewoo Kang
KELM
56
1
0
13 Oct 2024
1