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KyrgyzBERT: A Compact, Efficient Language Model for Kyrgyz NLP
Adilet Metinov, Gulida M. Kudakeeva, Gulnara D. Kabaeva
Kyrgyz remains a low-resource language with limited foundational NLP tools. To address this gap, we introduce KyrgyzBERT, the first publicly available monolingual BERT-based langua…
Human-Annotated NER Dataset for the Kyrgyz Language
Timur Turatali, Anton Alekseev, Gulira Jumalieva +2
We introduce KyrgyzNER, the first manually annotated named entity recognition dataset for the Kyrgyz language. Comprising 1,499 news articles from the 24.KG news portal, the datase…
Syntactic Transfer to Kyrgyz Using the Treebank Translation Method
Anton Alekseev, Alina Tillabaeva, Gulnara Dzh. Kabaeva +1
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 p…
HJ-Ky-0.1: an Evaluation Dataset for Kyrgyz Word Embeddings
Anton Alekseev, Gulnara Kabaeva
One of the key tasks in modern applied computational linguistics is constructing word vector representations (word embeddings), which are widely used to address natural language pr…
Benchmarking Multilabel Topic Classification in the Kyrgyz Language
Anton Alekseev, Sergey I. Nikolenko, Gulnara Kabaeva
Kyrgyz is a very underrepresented language in terms of modern natural language processing resources. In this work, we present a new public benchmark for topic classification in Kyr…