THE ROLE OF ARTIFICIAL INTELLIGENCE IN ENGLISH-UZBEK TRANSLATION: OPPORTUNITIES, CHALLENGES, AND FUTURE PERSPECTIVES
Keywords:
Artificial Intelligence, Machine Translation, English-Uzbek Translation, Neural Networks, Translation Quality, Cultural Nuances, Human-AI Collaboration, Future PerspectivesAbstract
This article explores the multifaceted role of Artificial Intelligence (AI) in English-Uzbek translation, examining both its significant opportunities and inherent challenges. AI-powered tools offer unprecedented efficiency, improved accuracy for certain text types, and enhanced accessibility to information across linguistic barriers. However, they struggle with capturing cultural nuances, idiomatic expressions, and maintaining contextual coherence, often producing less natural or even erroneous translations. The paper also discusses critical challenges related to data quality, ethical implications, and the need for human post-editing. Finally, it outlines future perspectives, emphasizing the potential of hybrid translation models and advanced neural networks to foster more sophisticated and reliable English-Uzbek translation solutions.