OʻZBEK TILINING SUNʼIY INTELLEKT VA MASHINAVIY TARJIMA DAVRIDA RIVOJLANISHI
DOI:
https://doi.org/10.65164/gfh78s29Ключевые слова:
sun'iy intellekt, mashinaviy tarjima, lingvistik modellash, ma'lumotlar korpusi, nutqni aniqlash, morfologiya, raqamli rivojlanish, tabiiy tilni qayta ishlash, kam resursli tillar, neural tarmoqlar, milliy AI modellariАннотация
Ushbu maqola o‘zbek tilining sun'iy intellekt (AI) va mashinaviy tarjima (MT) texnologiyalari davrida rivojlanishini chuqur tahlil qiladi. O‘zbek tilining morfologik murakkabligi, ma'lumotlar korpuslarining yetishmasligi, lingvistik xususiyatlari va kam resursli tillar qatoriga kirishi kabi asosiy qiyinchiliklar ko‘rib chiqiladi. Ilmiy adabiyotlar tahlili asosida taklif etilgan metodologiya o‘zbek tiliga oid nutqni aniqlash (ASR), mashinaviy tarjima va tabiiy tilni qayta ishlash (NLP) modellari uchun yangi yondashuvlarni o‘z ichiga oladi. Muhokama qismida o‘zbek tilining raqamli muhitda saqlanishi, standartlashishi va global platformalarda qo‘llanilishi muhokama qilinadi. Natijalar milliy AI modellarni rivojlantirish orqali o‘zbek tilining madaniy va raqamli suverenitetini ta'minlash bo‘yicha takliflar beradi. Maqola universitet talabalari va tadqiqotchilar uchun foydali bo‘lib, o‘zbek tilining AI davridagi rivojlanish tendentsiyalarini yoritadi. maqola isteʼmol angan boʻlib, 2025-yil holatiga koʻra yangilangan.
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