Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

BACKGROUND: Semantic textual similarity (STS) is a fundamental natural language processing (NLP) task which can be widely used in many NLP applications such as Question Answer (QA), Information Retrieval (IR), etc. It is a typical regression problem, and almost all STS systems either use distributed...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Xiong, Ying, Chen, Shuai, Qin, Haoming, Cao, He, Shen, Yedan, Wang, Xiaolong, Chen, Qingcai, Yan, Jun, Tang, Buzhou
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7191689/
https://ncbi.nlm.nih.gov/pubmed/32349764
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-1045-z
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