Syntactic Transfer to Kyrgyz Using the Treebank Translation Method
| Autor: | Alekseev, Anton, Tillabaeva, Alina, Kabaeva, Gulnara Dzh., Nikolenko, Sergey I. |
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| Jazyk: | ruština |
| Rok vydání: | 2024 |
| Předmět: | |
| Druh dokumentu: | Working Paper |
| Popis: | The Kyrgyz language, as a low-resource language, requires significant effort to create high-quality syntactic corpora. This study proposes an approach to simplify the development process of a syntactic corpus for Kyrgyz. We present a tool for transferring syntactic annotations from Turkish to Kyrgyz based on a treebank translation method. The effectiveness of the proposed tool was evaluated using the TueCL treebank. The results demonstrate that this approach achieves higher syntactic annotation accuracy compared to a monolingual model trained on the Kyrgyz KTMU treebank. Additionally, the study introduces a method for assessing the complexity of manual annotation for the resulting syntactic trees, contributing to further optimization of the annotation process. Comment: To be published in the Journal of Math. Sciences. Zapiski version (in Russian): http://www.pdmi.ras.ru/znsl/2024/v540/abs252.html |
| Databáze: | arXiv |
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