Formal verification of the properties of coreferent resolution model based on decision trees

• Дата: 2024
• Автори: Pogorilyy, S.D., Slynko, M. S., Biletskyi, P.V.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2024
• Теми: artificial intelligence; natural language processing; coreference resolution; decision trees; transition systems; Buchi automata; UDC 004.8
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/652
• Назва журналу: Problems in programming

The paper examines the problem of coreference resolution, which involves identifying objects - words or phrases in a text, that refer to the same real or imaginary entity. The solution of this task is explored for Ukrainianlanguage texts using decision trees, which autonomously structure themselves...