Coreference resolution algorithm for Ukrainian-language texts using decision trees

• Опубліковано в: PROBLEMS IN PROGRAMMING
• Дата: 2023
• Випуск: 3-4
• Сторінки: 85-91
• ISSN: 1727-4907
• Автори та афіліації: S.D. Pogorilyy — Kiev Taras Shevchenko National University — ORCID: 0000-0002-6497-5056; P. V. Biletskyi — Kiev Taras Shevchenko National University
• Автори: Pogorilyy, S.D., Biletskyi, P. V.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2023
• Теми: coreference resolution; natural language processing (NLP); decision trees; artificial intelligence (AI); vector words representation; neural networks; UDC 004.8
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/510
• Назва журналу: 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...