ISSN 2394-5125
 

Review Article 


Neural Machine Translation Using Natural Language Processing

Gouri Shankar Mishra, Dharm Raj.

Abstract
This paper suggested that learning a model for Machine Translations (MT) could translate
sentences from one language into several target languages at the same time. The recently proposed neural TM
model that generalizes tuberculosis as a sequence analysis problem inspires our solution. This article extends the
neural MT to a multi-task learning system, which shares language representation and differentiates between
models of various translation into target languages. This approach is often used in cases where there are either
large quantities of parallel data or minimal parallel data. Experiments show that in both situations our multi-task
learning model is capable in publicly accessible knowledge sets of substantially higher translation efficiency
compared with individually trained versions. This research shows that multi-task learning can be a effective and
easy approach to integrating additional information into the end-to-end care model. This paper is capable of
exploiting common knowledge and enhancing the efficiency of each task by training different natural language
processing (NLP) tasks in one program.

Key words: Natural Language Processing (NLP), Speaker or Generator, Machine Translator, Neural Network.


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Gouri Shankar Mishra
Articles by Dharm Raj
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Gouri Shankar Mishra, Dharm Raj. Neural Machine Translation Using Natural Language Processing. JCR. 2020; 7(9): 1432-1436. doi:10.31838/jcr.07.09.265


Web Style

Gouri Shankar Mishra, Dharm Raj. Neural Machine Translation Using Natural Language Processing. http://www.jcreview.com/?mno=5599 [Access: May 30, 2021]. doi:10.31838/jcr.07.09.265


AMA (American Medical Association) Style

Gouri Shankar Mishra, Dharm Raj. Neural Machine Translation Using Natural Language Processing. JCR. 2020; 7(9): 1432-1436. doi:10.31838/jcr.07.09.265



Vancouver/ICMJE Style

Gouri Shankar Mishra, Dharm Raj. Neural Machine Translation Using Natural Language Processing. JCR. (2020), [cited May 30, 2021]; 7(9): 1432-1436. doi:10.31838/jcr.07.09.265



Harvard Style

Gouri Shankar Mishra, Dharm Raj (2020) Neural Machine Translation Using Natural Language Processing. JCR, 7 (9), 1432-1436. doi:10.31838/jcr.07.09.265



Turabian Style

Gouri Shankar Mishra, Dharm Raj. 2020. Neural Machine Translation Using Natural Language Processing. Journal of Critical Reviews, 7 (9), 1432-1436. doi:10.31838/jcr.07.09.265



Chicago Style

Gouri Shankar Mishra, Dharm Raj. "Neural Machine Translation Using Natural Language Processing." Journal of Critical Reviews 7 (2020), 1432-1436. doi:10.31838/jcr.07.09.265



MLA (The Modern Language Association) Style

Gouri Shankar Mishra, Dharm Raj. "Neural Machine Translation Using Natural Language Processing." Journal of Critical Reviews 7.9 (2020), 1432-1436. Print. doi:10.31838/jcr.07.09.265



APA (American Psychological Association) Style

Gouri Shankar Mishra, Dharm Raj (2020) Neural Machine Translation Using Natural Language Processing. Journal of Critical Reviews, 7 (9), 1432-1436. doi:10.31838/jcr.07.09.265