A Review Study on Applications of Natural Language Processing

Authors

  • Abhay A. Dande  Ph.D Research Scholar, Computer Science & Engineering, PRMIT&R- Badnera, Maharashtra, India
  • Dr. M. A. Pund#  Professor, Computer Science & Engineering, PRMIT&R- Badnera, Maharashtra, India

DOI:

https://doi.org/10.32628/IJSRSET2310214

Keywords:

Named Entity Recognition, Word Embedding, Chabot, Machine Translation

Abstract

Natural Language Processing (NLP) is a subfield of computer science and artificial intelligence (AI) that deals with the interaction between computers and humans in natural language. The goal of NLP is to enable computers to understand, interpret, and generate human language, allowing them to perform tasks that would typically require human intelligence. In recent years, NLP has experienced significant growth due to the increasing availability of digital content and the need for intelligent information extraction from these sources. This paper reviews recent advances in NLP, including text classification, named entity recognition, sentiment analysis, machine translation, and speech recognition. Additionally, it highlights some of the challenges and future directions for NLP research.

References

  1. E.D. Liddy, Natural Language Processing, 2001.
  2. N. Kaur1, V. Pushe and R Kaur,”Natural Language Processing Interface for Synonym”, International Journal of Computer Science and Mobile Computing, Vol.3 Issue.7, July- 2014, pp. 638-642 ,ISSN 2320–088X.
  3. E. Hovy, J.Lin, J.Prager, D. Radev, L.Vanderwende, R.Weischedel, “Natural Language Processing”, This report is one of five reports that were based on the MINDS workshops.
  4. G.Chowdhury, “Natural language processing”, Annual Review of Information Science and Technology, 2003, 37. pp. 51-89, ISSN 0066-4200.
  5. P. Jackson and I. Moulinier,”Natural Language Processing for Online Applications”: Cambridge University press, New York.2012, page 7-9.
  6. R. Bose. “Natural language processing: Current state and future directions”. International Journal of the Computer, the Internet and Management Vol. 12#1 (January – April, 2004) pp. 1 – 11
  7. K. W Church and L.F Rau,” Commercial applications of Natural Language Processing”. Communication of the ACM, vol 38, No. 11,November 1995
  8. R. J Bobrow and R.M. Weischedel, “Challenges in Natural Language Processing,” Cambridge University press, New York.1993
  9. R. Mihalcea, H. Liu, and H. Lieberman, "NLP (Natural Language Processing) for NLP (Natural Language Programming), " In Proceedings of CICLING'06, LNCS, Springer, 2006, pp. 319-330.
  10. P. M Nadkarni, L. O. Machado and W. W. Chapman, "Natural Language Processing: An Introduction,"J Am Med Inform Assoc, vol.18, 2011, pp. 544-551.
  11. B. Manaris, "Natural Language Processing: A Human–Computer Interaction Perspective," Appears in Advances in Computers (Marvin V. Zelkowitz, ed.), Academic Press, New York, vol. 47, 1998, pp. 1-66.
  12. C. Wu and Y. Chen, "A Survey of Researches on the Application of Natural Language Processing in Internet Public Opinion Monitor," Proceedings of International Conference on Computer Science and Service System (CSSS), IEEE, 2011, pp. 1035-1038

International Journal of Scientific Research in Science, Engineering and Technology

Downloads

Published

2023-04-30

Issue

Volume 10, Issue 2, March-April-2023

Section

Research Articles

License

Copyright (c) IJSRSET

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Abhay A. Dande, Dr. M. A. Pund# "A Review Study on Applications of Natural Language Processing " International Journal of Scientific Research in Science, Engineering and Technology (IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 10, Issue 2, pp.122-126, March-April-2023. Available at doi : https://doi.org/10.32628/IJSRSET2310214