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Boosting automatic event extraction from the literature using domain adaptation and coreference resolution

Motivation: In recent years, several biomedical event extraction (EE) systems have been developed. However, the nature of the annotated training corpora, as well as the training process itself, can limit the performance levels of the trained EE systems. In particular, most event-annotated corpora do...

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Detalles Bibliográficos
Autores principales: Miwa, Makoto, Thompson, Paul, Ananiadou, Sophia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3381963/
https://www.ncbi.nlm.nih.gov/pubmed/22539668
http://dx.doi.org/10.1093/bioinformatics/bts237