Year: 2024
Type: article
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.
Source: Journal of Student Research
Author: Aikhan Jumashukurov
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4413563298