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BioWordVec, improving biomedical word embeddings with subword information and MeSH

Distributed word representations have become an essential foundation for biomedical natural language processing (BioNLP), text mining and information retrieval. Word embeddings are traditionally computed at the word level from a large corpus of unlabeled text, ignoring the information present in the...

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Detalhes bibliográficos
Publicado no:Sci Data
Main Authors: Zhang, Yijia, Chen, Qingyu, Yang, Zhihao, Lin, Hongfei, Lu, Zhiyong
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6510737/
https://ncbi.nlm.nih.gov/pubmed/31076572
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41597-019-0055-0
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