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Evaluating semantic relations in neural word embeddings with biomedical and general domain knowledge bases

BACKGROUND: In the past few years, neural word embeddings have been widely used in text mining. However, the vector representations of word embeddings mostly act as a black box in downstream applications using them, thereby limiting their interpretability. Even though word embeddings are able to cap...

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Detalles Bibliográficos
Autores principales: Chen, Zhiwei, He, Zhe, Liu, Xiuwen, Bian, Jiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069806/
https://www.ncbi.nlm.nih.gov/pubmed/30066651
http://dx.doi.org/10.1186/s12911-018-0630-x

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