Provision and Characterization of a Corpus for Pharmaceutical, Biomedical Named Entity Recognition for Pharmacovigilance: Evaluation of Language Registers and Training Data Sufficiency

INTRODUCTION AND OBJECTIVE: Machine learning (ML) systems are widely used for automatic entity recognition in pharmacovigilance. Publicly available datasets do not allow the use of annotated entities independently, focusing on small entity subsets or on single language registers (informal or scienti...

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Detalles Bibliográficos
Autores principales: Dietrich, Jürgen, Kazzer, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Original Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345043/
https://www.ncbi.nlm.nih.gov/pubmed/37338799
http://dx.doi.org/10.1007/s40264-023-01322-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10345043/
https://www.ncbi.nlm.nih.gov/pubmed/37338799
http://dx.doi.org/10.1007/s40264-023-01322-3

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