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Europe PMC annotated full-text corpus for gene/proteins, diseases and organisms

Named entity recognition (NER) is a widely used text-mining and natural language processing (NLP) subtask. In recent years, deep learning methods have superseded traditional dictionary- and rule-based NER approaches. A high-quality dataset is essential to fully leverage recent deep learning advancem...

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Detalles Bibliográficos
Autores principales: Yang, Xiao, Saha, Shyamasree, Venkatesan, Aravind, Tirunagari, Santosh, Vartak, Vid, McEntyre, Johanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10587067/
https://www.ncbi.nlm.nih.gov/pubmed/37857688
http://dx.doi.org/10.1038/s41597-023-02617-x