BG Plus背景提升科研项目|高被引论文分享|深度学习在自然语言处理之中应用综述

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今日分享篇文章标题：

A Survey of the Usages of Deep Learning for Natural Language Processing

作者：Daniel W. Otter; Julian R. Medina; Jugal K. Kalita

学术期刊：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

出版时间：FEB 2021

DOI：10.1109/TNNLS.2020.2979670

学术期刊介绍

篇文章摘录

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.

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