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DTranNER: biomedical named entity recognition with deep learning-based label-label transition model

BACKGROUND: Biomedical named-entity recognition (BioNER) is widely modeled with conditional random fields (CRF) by regarding it as a sequence labeling problem. The CRF-based methods yield structured outputs of labels by imposing connectivity between the labels. Recent studies for BioNER have reporte...

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Publicat a:BMC Bioinformatics
Autors principals: Hong, S. K., Lee, Jae-Gil
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7014657/
https://ncbi.nlm.nih.gov/pubmed/32046638
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-3393-1
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