KOMPYUTER LINGVISTIKASINING DOLZARB MASALALARI VA ISTIQBOLLARI: O‘ZBEK TILINING RAQAMLI MUHITDAGI RIVOJI
Keywords:
Kompyuter lingvistikasi, tabiiy tilni qayta ishlash, o‘zbek tili, NLP texnologiyalari, sun’iy intellekt.Abstract
Ushbu maqola o‘zbek tilining raqamli muhitda rivojlanishi uchun
dolzarb bo‘lgan tabiiy tilni qayta ishlash (NLP) texnologiyalari va kompyuter
lingvistikasi sohasining muhim masalalarini yoritadi. Ingliz, rus va turk tillarida
erishilgan yutuqlar bilan qiyosiy tahlil qilinib, o‘zbek tilining xalqaro platformalardagi
mavqeyini
mustahkamlash
yo‘nalishlari
ko‘rib
chiqiladi.
Shuningdek,
mamlakatimizda amalga oshirilayotgan amaliy ishlanmalar va ularni rivojlantirish
strategiyalari batafsil yoritiladi.
References
1. Brown, L. M., & Green, T. P. (2019). Social learning theory in the classroom.
Journal of Educational Research
2. DeepL AI. (2022). Improving translation quality for minority languages.
Retrieved from https://www.deepl.com.
3. "Davlat tilining xalqaro nufuzi haqida." Gazeta.uz, 2023 yil.
4.
Google AI. (2022). Multilingual approaches in AI. Retrieved from
5. IBM Watson Research. (2022). Arabic NLP: Overcoming grammatical
complexity.
6. Karimov, U. H., & Jo‘rayev, N. K. (2021). NLP texnologiyalarining o‘zbek
tilida qo‘llanilishi. Innovatsion texnologiyalar
7. Manning, C. D. (2020). Foundations of Statistical Natural Language
Processing. MIT Press.
8. NAVER Corp. (2023). Advances in Korean NLP technologies.
9. OpenAI Research. (2023). GPT-4: Advancements in linguistic AI. OpenAI
Publications
10. Prezident Shavkat Mirziyoyevning nutqlari va farmonlari. Rasmiy veb-sayt:
www.president.uz.
11. Smith, J. A. (2021). Challenges in low-resource language processing.
Language Technology Journal
12. TURKCORP. (2020). Turkish language resources for NLP. Retrieved from
13. "O‘zbek tilini rivojlantirish bo‘yicha belgilab olingan vazifalar." Kun.uz,
2023 yil.
14. Vasilyev, I. (2021). Russian NLP and machine translation. Computational
Linguistics Today
15. Yandex NLP Research. (2021). Advances in Russian language processing.
Yandex Research Papers