Extracting structure from text documents based on machine learning

• Дата: 2023
• Автори: Kudim, K.A., Proskudina, G.Yu.
• Формат: Стаття
• Мова: English
• Опубліковано: Інститут програмних систем НАН України 2023
• Теми: natural language processing; information extraction; machine learning; neural network; UDC 004.82
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/517
• Назва журналу: Problems in programming

This study is devoted to a method that facilitates the task of extracting structure from the text documents using an artificial neural network. The method consists of  data preparation,  building and training the model and results evaluation. Data preparation includes collecting corpora of documents...