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2506.05735
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Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
6 June 2025
Rongzhe Wei
Peizhi Niu
Hans Hao-Hsun Hsu
Ruihan Wu
Haoteng Yin
Mohsen Ghassemi
Yifan Li
Vamsi K. Potluru
Eli Chien
Kamalika Chaudhuri
S. Rasoul Etesami
P. Li
MU
KELM
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Papers citing
"Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness"
4 / 4 papers shown
LLM Unlearning with LLM Beliefs
Kemou Li
Qizhou Wang
Y. Wang
Fengpeng Li
Jun Liu
Bo Han
Jiantao Zhou
MU
KELM
209
1
0
22 Oct 2025
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions
Xixun Lin
Yucheng Ning
Jingwen Zhang
Yan Dong
Y. Liu
...
Bin Wang
Yanan Cao
Kai-xiang Chen
Songlin Hu
Li Guo
LLMAG
LRM
348
5
0
23 Sep 2025
GUARD: Guided Unlearning and Retention via Data Attribution for Large Language Models
Peizhi Niu
Duo Zhou
Peizhi Niu
Huiting Zhou
Huan Zhang
S. Rasoul Etesami
S. Rasoul Etesami
MU
422
0
0
12 Jun 2025
A Survey of Graph Unlearning
Anwar Said
Hanyu Wang
Yuying Zhao
Tyler Derr
Mudassir Shabbir
W. Abbas
X. Koutsoukos
MU
491
11
0
23 Aug 2023
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