The Quality of Translation of Turkic Languages by AI Translation Tools

AI translation tools came into use in 2006 when Google introduced Google Translate. AI translation tools are not effective in translating Turkic languages. Turkic languages are a language family including Kyrgyz, Turkish, Kazakh, and Uzbek, and are agglutinative in nature. This paper explores the challenges and advancements in AI translation for Turkic languages, focusing on their complex morphology and syntax. This literature review, including 9 articles, highlights the potential of deep learning and hybrid approaches to improve translation accuracy while emphasizing the need for expanded linguistic resources and specialized tools. The review ends with suggestions for improving AI translation of Turkic languages.

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Publication Details

Journal
Journal of Student Research
Published
2024-11-30
DOI
https://doi.org/10.47611/jsrhs.v13i4.8405
Primary Topic
Natural Language Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

The Quality of Translation of Turkic Languages by AI Translation Tools

Aikhan Jumashukurov
Journal of Student Research
Natural Language Processing Techniques
article

The Quality of Translation of Turkic Languages by AI Translation Tools

Aikhan Jumashukurov
article en

Abstract

AI translation tools came into use in 2006 when Google introduced Google Translate. AI translation tools are not effective in translating Turkic languages. Turkic languages are a language family including Kyrgyz, Turkish, Kazakh, and Uzbek, and are agglutinative in nature. This paper explores the challenges and advancements in AI translation for Turkic languages, focusing on their complex morphology and syntax. This literature review, including 9 articles, highlights the potential of deep learning and hybrid approaches to improve translation accuracy while emphasizing the need for expanded linguistic resources and specialized tools. The review ends with suggestions for improving AI translation of Turkic languages.

Journal of Student ResearchVol. 13(4)
International University of Kyrgyzstan (KG)
Openalex Percentile: Top 72%
Natural Language Processing Techniques
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