July 17, 2025Journal of languages & translation.

Translating “Inside the Box”: A Paradigm Shift to Neural Machine Translation

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Authors

AAAsma ALOUIUniversity of Boumerdes

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Implication

Analysis shows neural machine translation tools effectively translate simple structures in Arabic texts, suggesting improvements are needed for complex interpretations.

Key Points

Neural machine translation tools effectively translate short, simple sentences, indicating higher efficiency.
Findings show tools like Google Translate and Yandex Translate perform well on specific genres, particularly Arabic texts.
Assessment involved analyzing translation strategies across political, economic, and judicial genres for each tool.
Human oversight remains crucial for accuracy and cultural nuances in translation despite tool efficiency.

Cite This Study

Asma ALOUI (2025) studied this question.

synapsesocial.com/papers/68af7dec7567bf4f94ff4a19 https://doi.org/10.70204/jlt.v5i2.662

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Implication

Analysis shows neural machine translation tools effectively translate simple structures in Arabic texts, suggesting improvements are needed for complex interpretations.