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Disease named entity recognition by combining conditional random fields and bidirectional recurrent neural networks

The recognition of disease and chemical named entities in scientific articles is a very important subtask in information extraction in the biomedical domain. Due to the diversity and complexity of disease names, the recognition of named entities of diseases is rather tougher than those of chemical n...

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Detalles Bibliográficos
Autores principales: Wei, Qikang, Chen, Tao, Xu, Ruifeng, He, Yulan, Gui, Lin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5088735/
https://www.ncbi.nlm.nih.gov/pubmed/27777244
http://dx.doi.org/10.1093/database/baw140