NDLI: Role of Computational Intelligence in Natural Language Processing

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Role of Computational Intelligence in Natural Language Processing

Content Provider	Scilit
Author	Das, Bishwa Ranjan Mishra, Brojo Kishore
Copyright Year	2020
Description	Natural language processing (NLP) is a subfield of artificial intelligence (AI) and a research area in the field of computer science recently. It is processed by the computer system and understands the concept which is given as text input and generates some meaningful results. There are many subfields of NLP like machine translation, information retrieval (IR), information extraction (IE), and question answering. There are different types of natural languages are available in India even if in worldwide labels like Hindi, Odia, Bengali, Marathi, French, Spanish, German, etc. But different language has a different grammatical structure and rules. Most of the Indian languages are morphologically rich language. The process of natural language is mean to understand by the machine properly then processed it carefully and generates another natural language in the errorless manner by applying some intelligent computing algorithm. As per the mathematician or computer scientist, without algorithm the process of natural language is meaningless and will not to be produce output in proper format. Intelligent Computing is a method, ability to learn knowledge and specific task from the data set across a specified domain or experimental observation. The role of intelligent computing having various computational algorithms like machine learning, deep learning 254are applied in various parts of NLP like machine translation, sentiment analysis, IR, extraction, etc. Book Name: Natural Language Processing in Artificial Intelligence
Related Links	https://content.taylorfrancis.com/books/download?dac=C2019-0-06619-3&isbn=9780367808495&doi=10.1201/9780367808495-10&format=pdf
Ending Page	267
Page Count	15
Starting Page	253
DOI	10.1201/9780367808495-10
Language	English
Publisher	Informa UK Limited
Publisher Date	2020-11-01
Access Restriction	Open
Subject Keyword	Book Name: Natural Language Processing in Artificial Intelligence Cybernetical Science Process of Natural Language Computer Subfield Structure Machine Intelligent Computing
Content Type	Text
Resource Type	Chapter

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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