A Survey of the Usages of Deep Learning for Natural Language Processing.
IEEE Trans Neural Netw Learn Syst
; 32(2): 604-624, 2021 02.
Article
em En
| MEDLINE
| ID: mdl-32324570
ABSTRACT
Over the last several years, the field of natural language processing has been propelled forward by an explosion in the use of deep learning models. This article provides a brief introduction to the field and a quick overview of deep learning architectures and methods. It then sifts through the plethora of recent studies and summarizes a large assortment of relevant contributions. Analyzed research areas include several core linguistic processing issues in addition to many applications of computational linguistics. A discussion of the current state of the art is then provided along with recommendations for future research in the field.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Processamento de Linguagem Natural
/
Aprendizado Profundo
Limite:
Humans
Idioma:
En
Revista:
IEEE Trans Neural Netw Learn Syst
Ano de publicação:
2021
Tipo de documento:
Article