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

Abstract 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 abl...

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Detalhes bibliográficos
Principais autores: Zhiwei Chen, Zhe He, Xiuwen Liu, Jiang Bian
Formato: Artigo
Idioma:Inglês
Publicado em: BMC 2018-07-01
coleção:BMC Medical Informatics and Decision Making
Assuntos:
Acesso em linha:http://link.springer.com/article/10.1186/s12911-018-0630-x
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