AMALIY TILSHUNOSLIKNING ZAMONAVIY USULLARI VA MUAMMOLARI

Abstract

This article delves into the evolving landscape of applied linguistics, casting a spotlight on the English language as a central driver in the creation of modern language technologies. It offers a nuanced examination of contemporary methodologies, from corpus linguistics and neural network models to cognitive-discursive frameworks. Special attention is devoted to the challenges of data interpretability, the adaptation of linguistic tools to multilingual realities, and the ethical and cultural dilemmas that accompany technological progress. The discussion underscores the urgent need for an equitable and inclusive development of linguistic methods that support not only globally dominant languages, but also those, like Russian, that contribute to the world’s linguistic diversity—ensuring that the technologies of tomorrow are both just and effective