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Using distant supervision to augment manually annotated data for relation extraction

Significant progress has been made in applying deep learning on natural language processing tasks recently. However, deep learning models typically require a large amount of annotated training data while often only small labeled datasets are available for many natural language processing tasks in bi...

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Detalles Bibliográficos
Autores principales: Su, Peng, Li, Gang, Wu, Cathy, Vijay-Shanker, K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6667146/
https://www.ncbi.nlm.nih.gov/pubmed/31361753
http://dx.doi.org/10.1371/journal.pone.0216913