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October 12, 2025مجلة جامعة الزيتونة0 citationsOpen Access

Investigating the Effectiveness of ChatGPT OpenAI, Google Gemini and Human Translation in Translating Colloquial Libyan-Arabic Cultural Expressions: A Comparative Study

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TAThuraya I. Al-Hassi

Key Points

  • Human translation provides superior accuracy in conveying colloquial Libyan-Arabic cultural expressions compared to automated tools.
  • The study found that both ChatGPT and Google Gemini struggle to accurately translate these cultural expressions when compared to humans.
  • Using a mixed-methods approach, the researchers combined qualitative and quantitative assessments to evaluate translation accuracy.
  • The findings support the idea that integrating human and automated translation may improve outcomes in educational contexts.

Abstract

This study aims at evaluating the translation products of ChatGPT OpenAI, Google Gemini tools verses human translation tools in translating colloquial Libyan-Arabic cultural expressions. The study focuses on examining the accuracy of the above automated translations tools Vis a Vis Human Translation in translating cultural expressions. The researcher adopts a combination methodology of research (qualitative and quantitative). The objective is to find out whether Human Translation is the preferable tool in translating cultural issues. The findings determine that the above automated translation tools cannot deal with the colloquial Libyan-Arabic cultural expressions accurately, however, Human Translation achieves more accurate renditions, comparing to the automated tools ChatGPT OpenAI, and Google Gemini. Some recommendations are suggested for further research to integrate both human translations with automated translation systems in professional and educational contexts to select the most appropriate rendition and to encourage trainee translators to critically evaluate machine-generated output and recognize its strength and limitations.

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Cite This Study

Thuraya I. Al-Hassi (2025) studied this question.

synapsesocial.com/papers/68ec384042a190b2c3519915https://doi.org/10.35778/jazu.i55.a560
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