SEMANTIC ADEQUACY IN POPULAR SCIENCE TEXTS FOR YOUNG AUDIENCES: A COMPARATIVE ANALYSIS OF GOOGLE TRANSLATE, DEEPL, CHATGPT AND MANUS AI TRANSLATIONS

This study explores semantic adequacy in AI-based translations of popular science texts intended for young audiences. Translations produced by four systems are comparatively analyzed in terms of meaning accuracy, terminology, and completeness. The findings reveal differences in semantic performance and emphasize the importance of human supervision in ensuring reliable and precise translation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-04-22
DOI
https://doi.org/10.5281/zenodo.19694871
Primary Topic
Translation Studies and Practices
Type
article
Field-Weighted Citation Impact
0.00
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article

SEMANTIC ADEQUACY IN POPULAR SCIENCE TEXTS FOR YOUNG AUDIENCES: A COMPARATIVE ANALYSIS OF GOOGLE TRANSLATE, DEEPL, CHATGPT AND MANUS AI TRANSLATIONS

Madina Zokirjonova
Zenodo (CERN European Organization for Nuclear Research)
Translation Studies and Practices
article

SEMANTIC ADEQUACY IN POPULAR SCIENCE TEXTS FOR YOUNG AUDIENCES: A COMPARATIVE ANALYSIS OF GOOGLE TRANSLATE, DEEPL, CHATGPT AND MANUS AI TRANSLATIONS

Madina Zokirjonova
article en

Abstract

This study explores semantic adequacy in AI-based translations of popular science texts intended for young audiences. Translations produced by four systems are comparatively analyzed in terms of meaning accuracy, terminology, and completeness. The findings reveal differences in semantic performance and emphasize the importance of human supervision in ensuring reliable and precise translation.

Zenodo (CERN European Organization for Nuclear Research)
Namangan State University (UZ)
Quality Education
Openalex Percentile: Top 4%
Translation Studies and Practices
DOIOpen Access PDFOpenAlex
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SEMANTIC ADEQUACY IN POPULAR SCIENCE TEXTS FOR YOUNG AUDIENCES: A COMPARATIVE ANALYSIS OF GOOGLE TRANSLATE, DEEPL, CHATGPT AND MANUS AI TRANSLATIONS — Madina Zokirjonova · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS