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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Detalles Bibliográficos
Autores principales: Xiong, Ying, Chen, Shuai, Qin, Haoming, Cao, He, Shen, Yedan, Wang, Xiaolong, Chen, Qingcai, Yan, Jun, Tang, Buzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191689/
https://www.ncbi.nlm.nih.gov/pubmed/32349764
http://dx.doi.org/10.1186/s12911-020-1045-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7191689/
https://www.ncbi.nlm.nih.gov/pubmed/32349764
http://dx.doi.org/10.1186/s12911-020-1045-z

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