ALGORITHM FOR SOLVING PRONOMINAL ANAPHORA IN THE KAZAKH LANGUAGE
Kalman G. Zhumabay Y. Nurgalieva E. Kuanysheva A. Esmaganbet M.
31 March 2023Little Lion Scientific
Journal of Theoretical and Applied Information Technology
2023#101Issue 62108 - 2117 pp.
In this article, we will present methods for solving pronominal anaphora in the Kazakh language. The goal is to identify and solve the difficulties in solving anaphoric relations in the Kazakh language. in the course of our research, we identify some issues related to anaphora annotation specific to the Kazakh language, such as the general position of the candidate antecedent, the distance between words, etc. in the study, we use an annotated text corpus and determine the types and number of pronouns in the text with the help of a morphological analyzer and a syntactic analyzer. Methods used during the research The first method uses Support Vector Machine as training and classification algorithms, the second method uses Decision Tree Inductor. we use an annotated corpus based on machine learning for these methods. We tested the anaphora solving methods with the anaphora solving system for the Kazakh language. The results are encouraging.
Anaphora , Antecedent , Kazakh Language , Kazakh Pronouns , Support Vector
Text of the article Перейти на текст статьи
L. N. Gumilyov Eurasian National University, Astana, Kazakhstan
Astana International University, Astana, Kazakhstan
A. Myrzakhmetov Kokshetau University, Kokshetau, Kazakhstan
L. N. Gumilyov Eurasian National University
Astana International University
A. Myrzakhmetov Kokshetau University
10 лет помогаем публиковать статьи Международный издатель
Книга Публикация научной статьи Волощук 2026 Book Publication of a scientific article 2026