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Author

A. A. Kazakbaev

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Open access Sep 2026

The Shortcomings of Natural Language Processing (NLP) Models and Their Applications in Achieving Accuracy in Translating from Arabic to English

This study highlights the importance of integrating in-depth linguistic analysis, contextual semantic modelling, and cultural awareness into natural language processing-based translation systems by combining traditional linguistic insights with computational methods.

Hilal Abdul-Raziq Sadiq, Zaxid Maxmudovich Islamov, R. Matibaeva et al. · 0 citations