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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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Publicado en:Sci Data
Autores principales: Zhang, Yijia, Chen, Qingyu, Yang, Zhihao, Lin, Hongfei, Lu, Zhiyong
Formato: Artigo
Lenguaje:Inglês
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea: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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