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Syntax-based transfer learning for the task of biomedical relation extraction

BACKGROUND: Transfer learning aims at enhancing machine learning performance on a problem by reusing labeled data originally designed for a related, but distinct problem. In particular, domain adaptation consists for a specific task, in reusing training data developedfor the same task but a distinct...

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Detalles Bibliográficos
Autores principales: Legrand, Joël, Toussaint, Yannick, Raïssi, Chedy, Coulet, Adrien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371836/
https://www.ncbi.nlm.nih.gov/pubmed/34407869
http://dx.doi.org/10.1186/s13326-021-00248-y