Language Identification For Multilingual Machine Translation

Authors

  • Maddu Karthik, Mundru Vaishnavi, Kasu Swathi, Muppalla Sankar, Mundru Chandra Sekhar Rao Author

DOI:

https://doi.org/10.48047/abxhhq78

Keywords:

Language Machine Identification, Translation, Natural Language Processing (NLP), Machine Learning, K Nearest Neighbors (KNN), Support Vector Machine (SVM), Random Forest, TF-IDF, N-grams, Text Classification, Feature Extraction, Detection, Supervised Learning.

Abstract

Language identification plays a vital role in multilingual machine translation systems, as it determines the source language of a given text before translation is performed. Accurate identification is essential to ensure that the appropriate translation model is selected, thereby improving the quality and reliability of the translated output.

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Published

01.05.2026

Issue

Vol. 16 No. 2 (2026): volume 16 issue 2(2026)

Section

Articles

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How to Cite

Language Identification For Multilingual Machine Translation . (2026). International Journal of Information and Electronics Engineering, 16(2), 95-105. https://doi.org/10.48047/abxhhq78