Hyper-RAG: combating LLM hallucinations using hypergraph-driven retrieval-augmented generation
Y
Yifan Feng
(School of Life Science and Technology, ShanghaiTech University)
H
Hao Hu
S
Shihui Ying
X
Xingliang Hou
(Guangdong Provincial Key Laboratory of Applied Botany & State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences)
S
Shiquan Liu
M
Mingyuan Yang
J
Junchang Li
S
Shaoyi Du
N
Nanning Zheng
H
Han Hu
Y
Yue Gao
Article Details
Journal
Nature Communications
Volume / Issue
Vol. 17, Issue 1
Published
April 27, 2026
ISSN
2041-1723
Publisher
Nature Portfolio
Authors (11)
Y
Yifan Feng
School of Life Science and Technology, ShanghaiTech University
H
Hao Hu
S
Shihui Ying
X
Xingliang Hou
Guangdong Provincial Key Laboratory of Applied Botany & State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences
S
Shiquan Liu
M
Mingyuan Yang
J
Junchang Li
S
Shaoyi Du
N
Nanning Zheng
H
Han Hu
Y
Yue Gao
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