Research breakthrough possible @S-Logix

Office Address

  • 2nd Floor, #7a, High School Road, Secretariat Colony Ambattur, Chennai-600053 (Landmark: SRM School) Tamil Nadu, India
  • +91- 81240 01111

Social List

A Survey of the Usages of Deep Learning for Natural Language Processing - 2020

A Survey Of The Usages Of Deep Learning For Natural Language Processing

Research Area:  Machine Learning


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


Author(s) Name:  Daniel W. Otter; Julian R. Medina; Jugal K. Kalita

Journal name:   IEEE Transactions on Neural Networks and Learning Systems

Conferrence name:  

Publisher name:  IEEE

DOI:  10.1109/TNNLS.2020.2979670

Volume Information:  Volume: 32, Issue: 2, Page(s): 604 - 624, Feb. 2021