Mostrar o rexistro simple do ítem
UzbekVerbDetection: Rule-based Detection of Verbs in Uzbek Texts
dc.contributor.author | Sharipov, Maksud | |
dc.contributor.author | Kuriyozov, Elmurod | |
dc.contributor.author | Yuldashev, Ollabergan | |
dc.contributor.author | Sobirov, Ogabek | |
dc.date.accessioned | 2024-07-15T15:59:34Z | |
dc.date.available | 2024-07-15T15:59:34Z | |
dc.date.issued | 2024 | |
dc.identifier.citation | Maksud Sharipov, Elmurod Kuriyozov, Ollabergan Yuldashev, and Ogabek Sobirov. 2024. UzbekVerbDetection: Rule-based Detection of Verbs in Uzbek Texts. In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pages 17343–17347, Torino, Italia. ELRA and ICCL. | es_ES |
dc.identifier.isbn | 978-249381410-4 | |
dc.identifier.uri | http://hdl.handle.net/2183/38024 | |
dc.description | Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) held in Torino (Italia) 20-25 May, 2024. | es_ES |
dc.description.abstract | [Abstract]: Verb detection is a fundamental task in natural language processing that involves identifying the action or state expressed by a verb in a sentence. However, in Uzbek language, verb detection is challenging due to the complexity of its morphology and the agglutinative nature of the language. In this paper, we propose a rule-based approach for verb detection in Uzbek texts based on affixes/suffixes. Our method is based on a set of rules that capture the morphological patterns of verb forms in Uzbek language. We evaluate the proposed approach on a dataset of Uzbek texts and report an F1-score of 0.97, which outperforms existing methods for verb detection in Uzbek language. Our results suggest that rule-based approaches can be effective for verb detection in Uzbek texts and have potential applications in various natural language processing tasks. | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | European Language Resources Association (ELRA) & ICCL | es_ES |
dc.relation.uri | https://aclanthology.org/2024.lrec-main.1506 | es_ES |
dc.rights | Atribución-NoComercial 4.0 Internacional (CC-BY-NC 4.0) | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by-nc/3.0/es/ | * |
dc.subject | Verbs | es_ES |
dc.subject | Affixes | es_ES |
dc.subject | Suffixes | es_ES |
dc.subject | FSM | es_ES |
dc.subject | Rule-based | es_ES |
dc.subject | NLP | es_ES |
dc.subject | Uzbek NLP | es_ES |
dc.subject | Verb detection | es_ES |
dc.title | UzbekVerbDetection: Rule-based Detection of Verbs in Uzbek Texts | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.volume | 2024 | es_ES |
UDC.startPage | 17343 | es_ES |
UDC.endPage | 17347 | es_ES |
UDC.conferenceTitle | Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) | es_ES |