Coreference resolution algorithm for Ukrainian-language texts using decision trees

• Date: 2023
• Main Authors: Pogorilyy, S.D., Biletskyi, P. V.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2023
• Subjects: coreference resolution; natural language processing (NLP); decision trees; artificial intelligence (AI); vector words representation; neural networks; UDC 004.8
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/510
• Journal Title: Problems in programming

The paper examines the problem of coreference resolution in Ukrainian-language texts using decision trees. An application that uses vector representations of Elmo words and other characteristics for the automated formation of a decision tree has been developed. A set of prepared texts containing mor...