Leveraging Part-of-Speech Tagging Features and a Novel Regularization Strategy for Chinese Medical Named Entity Recognition

Chinese Medical Named Entity Recognition (Chinese-MNER) aims to identify potential entities and their categories from the unstructured Chinese medical text. Existing methods for this task mainly incorporate the dictionary knowledge on the basis of traditional BiLSTM-CRF or BERT architecture. However...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Miao Jiang, Xin Zhang, Chonghao Chen, Taihua Shao, Honghui Chen
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2022-04-01
Colección:Mathematics
Materias:
Chinese-MNER
BERT-BiLSTM-CRF
part-of-speech
regularization
Acceso en línea:https://www.mdpi.com/2227-7390/10/9/1386
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares