The Uzbek language is morphologically rich with numerous affixes, and meaning in sentences is expressed through various suffixes of nouns, verbs, and other parts of speech. In this article, we present a neural semantic analysis of Uzbek language texts based on a set of trees created using the Universal Dependencies (UD) corpus. This corpus contains 686 sentences and 7,950 tokens, with an average of 11.6 tokens per sentence. We construct a graph-based parser that employs a two-stage architecture - a BiLSTM-based contextual encoder combined with a biaffine function that integrates head and dependent projections.
| Mualliflar | Matlatipov, Sanatbek, Fayzullayev, Xurshid |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2025-10-08 |
| Son | 3 |
| Betlar | 135-138 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
корпус универсального дерева зависимостей, Universal Dependency treebank, Uzbek language, kam resursli tillar universal bog‘liqliklar, o‘zbek tili, neyron semantik tahlil
| APA | Matlatipov, Sanatbek, & Fayzullayev, Xurshid (2025). Neural dependency parsing of uzbek texts based on the universal dependency treebank. Al-Farg'oniy avlodlari, (3), 135-138. https://al-fargoniy.uz/index.php/journal/article/view/907 |
|---|---|
| GOST (OAK) | Matlatipov, Sanatbek, Fayzullayev, Xurshid Neural dependency parsing of uzbek texts based on the universal dependency treebank // Al-Farg'oniy avlodlari. – 2025. – № 3. – P. 135-138. |
| MLA | Matlatipov, Sanatbek, and Fayzullayev, Xurshid. “Neural dependency parsing of uzbek texts based on the universal dependency treebank.” Al-Farg'oniy avlodlari, (3), 135-138, 2025. https://al-fargoniy.uz/index.php/journal/article/view/907 |
| Chicago | Matlatipov, Sanatbek, and Fayzullayev, Xurshid. “Neural dependency parsing of uzbek texts based on the universal dependency treebank.” Al-Farg'oniy avlodlari, (3), 135-138 (2025). https://al-fargoniy.uz/index.php/journal/article/view/907 |
| Harvard | Matlatipov, Sanatbek, and Fayzullayev, Xurshid (2025) ‘Neural dependency parsing of uzbek texts based on the universal dependency treebank’, Al-Farg'oniy avlodlari, (3), 135-138. https://al-fargoniy.uz/index.php/journal/article/view/907 |
| BibTeX | @article{matlatipovsanatbek2025,
title = {Neural dependency parsing of uzbek texts based on the universal dependency treebank},
author = {Matlatipov, Sanatbek and Fayzullayev, Xurshid},
journal = {Al-Farg'oniy avlodlari},
year = {2025},
number = {3},
pages = {135-138},
url = {https://al-fargoniy.uz/index.php/journal/article/view/907}
} |
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