Extracting structure from text documents based on machine learning

• Datum: 2023
• Hauptverfasser: Kudim, K.A., Proskudina, G.Yu.
• Format: Artikel
• Sprache: Englisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2023
• Schlagworte: natural language processing; information extraction; machine learning; neural network; UDC 004.82
• Online Zugang: 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...