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Entity relationship extraction method based on dependency parsing and graph neural networks

Abstract To support campus security governance, especially campus traffic safety management, many ternary extraction techniques in knowledge graphs rely on character-level text analysis; however, the differences between word semantics and overall word meanings often lead to ambiguity and overlap in...

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Principais autores: Fupeng Wei, Xing Liu, Limin Pan, Wen Zhao, Ge Shi, Zhaohui Zeng, Yibo Jiao
Formato: Artigo
Idioma:Inglês
Publicado: Nature Portfolio 2025-12-01
Series:Scientific Reports
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Acceso en liña:https://doi.org/10.1038/s41598-025-33922-7
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