ERNIE-UIE: Advancing information extraction in Chinese medical knowledge graph

The field of information extraction (IE) is currently exploring more versatile and efficient methods for minimization of reliance on extensive annotated datasets and integration of knowledge across tasks and domains. We aim to evaluate and refine the application of the universal IE (UIE) technology...

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Vydáno v:	PloS one Ročník 20; číslo 5; s. e0325082
Hlavní autoři:	Li, Bei, Li, Changbiao, Sun, Jianwei, Zeng, Xu, Chen, Xiaofan, Zheng, Jing
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Public Library of Science 29.05.2025 Public Library of Science (PLoS)
Témata:	Accuracy Algorithms Biology and Life Sciences China Computational linguistics Data Mining - methods Data points Databases, Factual Deep learning Engineering and Technology Evaluation Graphs Information retrieval Information Storage and Retrieval - methods Knowledge representation Language Language processing Large language models Machine learning Materials science Medical Informatics Medical research Medicine and Health Sciences Medicine, Chinese Medicine, Experimental Methods Modelling Natural language interfaces Natural language processing Neural networks Ontology Physical Sciences Research and Analysis Methods Social Sciences China
ISSN:	1932-6203, 1932-6203
On-line přístup:	Získat plný text
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