COMPARATIVE ANALYSIS OF NEURAL NETWORK MODELS FOR UZBEK TEXT CLASSIFICATION
This study investigates the comparison of Machine Learning model and Neural Network model in Uzbek language text classification problem. In this study, the dataset aligned into 11 classes which extracted from the project of text classification dataset for Uzbek language. The Machine Learning model...

Modern problems of Philology and Linguistics / 2023 / September

Salaev Ulugbek

Volume 7 | Issue 7

15 September 2023, 21:50

AUTOMATIC PART-OF-SPEECH ANNOTATION TOOL FOR UZBEK LANGUAGE
This research paper introduces the Part-of-Speech tagging model for the Uzbek language using 16 selected tags. The proposed methodology includes a morphological analysis library for inflectional words by considering highly agglutinative character of the language and supported by a tagged lexicon...

Modern problems of Philology and Linguistics / 2023 / August

Salaev Ulugbek

Volume 7 | Issue 6