Proceedings of the International e-Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023)

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Bilingual Dialect Classification using NLP

Authors
Fazeeia Mohammed1, *, Patrick Hosein1, Aqeel Mohammed1
1The University of the West Indies, St. Augustine, Trinidad
*Corresponding author. Email: mindy.moh@gmail.com
Corresponding Author
Fazeeia Mohammed
Available Online 21 December 2023.
DOI
10.2991/978-94-6463-314-6_5How to use a DOI?
Keywords
Natural Language Processing; Bilingual dialects; linguistics
Abstract

This study focuses on identifying preferential techniques for multi-classification of natural language when dealing with multiple dialects. This research investigates dialects in Trinidad and Tobago and addresses the challenges associated with analyzing and classifying such linguistically diverse data. Our research further explores effective strategies for data pre-processing, feature extraction and model selection.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International e-Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023)
Series
Atlantis Highlights in Computer Sciences
Publication Date
21 December 2023
ISBN
978-94-6463-314-6
ISSN
2589-4900
DOI
10.2991/978-94-6463-314-6_5How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Fazeeia Mohammed
AU  - Patrick Hosein
AU  - Aqeel Mohammed
PY  - 2023
DA  - 2023/12/21
TI  - Bilingual Dialect Classification using NLP
BT  - Proceedings of the International e-Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023)
PB  - Atlantis Press
SP  - 45
EP  - 52
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-314-6_5
DO  - 10.2991/978-94-6463-314-6_5
ID  - Mohammed2023
ER  -