“UZAI Tahlil” integrates morphological, syntactic and lexical-statistical processing of Uzbek texts with source-grounded grammatical question answering. The system combines UzbekTaggerBERT, ByT5, Viterbi morphotactic validation, mDeBERTa-v3 + CRF, and hybrid BM25/MPNet retrieval-augmented generation. Experiments achieved F1 = 96.8% for morphotactics, macro F1 = 91.4% for syntactic classification, and Hit@4 = 97.1% for grammar retrieval.
| Mualliflar | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, Sharipov, Maqsud Siddiqovich |
|---|---|
| Jurnal | Ilim ha’m ja’miyet |
| Nashriyot | Нукус давлат педагогика институти |
| ISSN | 2010-720x, 2181-1555 |
| Nashr sanasi | 2026-09-30 |
| Son | 6-1 |
| Betlar | 33-36 |
| Til | Ingliz |
| Ilmiy soha | Filologiya |
| Indeksga qo‘shilgan | 2026-10-01 |
oʻzbek tili NLP, ByT5, Viterbi, mDeBERTa-v3, CRF, gibrid RAG, BM25, узбекский NLP, ByT5, Витерби, mDeBERTa-v3, CRF, гибридный RAG, BM25, Uzbek NLP, ByT5, Viterbi, mDeBERTa-v3, CRF, hybrid RAG, BM25
| APA | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, & Sharipov, Maqsud Siddiqovich (2026). AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING. Ilim ha’m ja’miyet, (6-1), 33-36. https://journal.ndpi.uz/index/article/view/2026-6-1-010 |
|---|---|
| GOST (OAK) | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, Sharipov, Maqsud Siddiqovich AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING // Ilim ha’m ja’miyet. – 2026. – № 6-1. – P. 33-36. |
| MLA | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, and Sharipov, Maqsud Siddiqovich. “AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING.” Ilim ha’m ja’miyet, (6-1), 33-36, 2026. https://journal.ndpi.uz/index/article/view/2026-6-1-010 |
| Chicago | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, and Sharipov, Maqsud Siddiqovich. “AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING.” Ilim ha’m ja’miyet, (6-1), 33-36 (2026). https://journal.ndpi.uz/index/article/view/2026-6-1-010 |
| Harvard | Sharipov, Maksud Siddiqovich, Шарипов, Максуд Сиддикович, and Sharipov, Maqsud Siddiqovich (2026) ‘AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING’, Ilim ha’m ja’miyet, (6-1), 33-36. https://journal.ndpi.uz/index/article/view/2026-6-1-010 |
| BibTeX | @article{sharipovmaksudsiddiqovich2026,
title = {AN INTELLIGENT INFORMATION SYSTEM FOR UZBEK TEXT PROCESSING AND GRAMMATICAL QUESTION-ANSWERING},
author = {Sharipov, Maksud Siddiqovich and Шарипов, Максуд Сиддикович and Sharipov, Maqsud Siddiqovich},
journal = {Ilim ha’m ja’miyet},
year = {2026},
number = {6-1},
pages = {33-36},
url = {https://journal.ndpi.uz/index/article/view/2026-6-1-010}
} |
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