Journal of Word Art – Сўз санъати халқаро журнали – Международный журнал искусства слова 8-том 4-сан (2025)
МАШИННЫЙ ПЕРЕВОД И ЛИНГВИСТИЧЕСКИЕ ПРОЦЕССЫ
Н.З.Абдурахмонова, С.А.Отамуродова
Аннотация
Machine translation (MT) systems are considered one of the most important areas of computational linguistics. The use of machine translation in linguistics has created numerous advantages. After the emergence of machine translation, the process of digitalization increased rapidly in all fields. In particular, the translation of machine translation systems to neural approaches has fundamentally transformed interlingual communication, translation processes and language learning. Machine translation systems make it possible to create large scientific databases by using extensive corpora, advanced algoritms, artificial intelligence models. As a result, many practical linguistic tasks can be performed more efficiently and accurately. In addition, opportunities have emerged to conduct various corpus-based linguistic studies across different languages. Thus, machine translation is increasingly manifested as a practical outcome of the integration of computational linguistics, corpus research and artificial intelligence.
системы машинного перевода, параллельный корпус, одноязычные корпуса, многоязычные корпуса, аннотированные, метеор, полисемия, модели перевода, нейронный машинный перевод, искусственный интеллектmachine translation systems, parallel corpus, monolingual corpora, multilingual corpora, annotated, meteor, polysemy, translation models, neural machine translation, artificial lintelligencemashina tarjimasi tizimlari, parallel korpus, bir tilli korpuslar, ko‘p tilli korpuslar, annotatsoyalangan, meteor, polisemiya, tarjima modellari, neyron mashina tarjimasi, sun’iy intellect
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