COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS

Vol. 1 No. 1 (2026): COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS
Articles

PARALLEL MATNLARDA SEMANTIK MUQOBILLIKNI STATISTIK ANIQLASHDA NLP TEXNOLOGIYALARINING AHAMIYATI

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  • Kamola Vasliddinova

Published 2026-06-01

Keywords

  • korpus lingvistikasi, parallel korpus, semantik muqobillik, NLP texnologiyalari, kosinus o‘xshashligi, mashina tarjimasi, embedding, o‘zbek tili

Abstract

Maqolada parallel korpuslarda semantik muqobillikni statistik, miqdoriy va zamonaviy neyron NLP modellari (Transformer, multilingual embeddings) orqali aniqlash mexanizmlari, tarjima xotirasi va leksikografik tahlilning amaliy masalalari tadqiq qilinadi. Agglyutinativ o‘zbek tili va analitik ingliz tili materiallari misolida gibrid metodologiyaning samaradorligi asoslab berilgan.

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