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Subsequence and distant supervision based active learning for relation extraction of Chinese medical texts

In recent years, relation extraction on unstructured texts has become an important task in medical research. However, relation extraction requires a large amount of labeled corpus, manually annotating sequences is time consuming and expensive. Therefore, efficient and economical methods for annotati...

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Detalles Bibliográficos
Autores principales: Ye, Qi, Cai, Tingting, Ji, Xiang, Ruan, Tong, Zheng, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926422/
https://www.ncbi.nlm.nih.gov/pubmed/36788504
http://dx.doi.org/10.1186/s12911-023-02127-1

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