A Review Study on Computational Linguistics and Natural Language Processing

Authors

  • Dr. Aditi Dubey Associate Professor, Deptt of Humanities University Institute of Technology, RGPV, Bhopal

Keywords:

Artificial Intelligence, Natural language Processing, cross-linguistic information, retrieval, speech recognition

Abstract

The study of how computers and human languages interact is known as "natural language processing," a subfield of computer science and artificial intelligence. Mathematical and computational models are used to analyse many elements of language and construct a wide range of systems in natural language processing (NLP). Included in this category are systems that use speech and natural language together. In computer science, natural language processing plays an important role since many elements of the subject deal with the linguistic aspects of computation. To better interpret and handle natural language text or voice, computers are increasingly turning to natural language processing (NLP). Translating and summarizing material in natural language, user interfaces, cross-linguistic information retrieval (CLIR), speech recognition, artificial intelligence (AI) systems, and expert systems are all examples of natural language processing applications.

References

Gelbukh, A. (2011). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6608 LNCS(PART 1). https://doi.org/10.1007/978-3-642-19400-9

Grosz, B. J. (1982). Natural language processing. Artificial Intelligence, 19(2), 131–136. https://doi.org/10.1016/0004-3702(82)90032-7

Kalyanathaya, K. P., Akila, D., & Rajesh, P. (2019). Advances in natural language processing –a survey of current research trends, development tools and industry applications. International Journal of Recent Technology and Engineering, 7(5), 199–201.

Pandey, V. K., & Rajput, P. (2020). Review on natural language processing. Journal of Critical Reviews, 7(10), 1170–1174. https://doi.org/10.31838/jcr.07.10.230

Tyagi, A. (2021). A Review Study of Natural Language Processing Techniques for Text Mining. International Journal of Engineering Research & Technology (Ijert), 10(09), 586–589. www.ijert.org

Young, T., Hazarika, D., Poria, S., & Cambria, E. (2018). Recent trends in deep learning based natural language processing [Review Article]. IEEE Computational Intelligence Magazine, 13(3), 55–75. https://doi.org/10.1109/MCI.2018.2840738

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Published

30-06-2022

How to Cite

Dr. Aditi Dubey. (2022). A Review Study on Computational Linguistics and Natural Language Processing. International Journal for Research Publication and Seminar, 13(2), 106–113. Retrieved from https://jrps.shodhsagar.com/index.php/j/article/view/578

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Section

Original Research Article