Machine-learning methods for text named entity recognition

• Опубліковано в: PROBLEMS IN PROGRAMMING
• Дата: 2018
• Випуск: 2-3
• Сторінки: 150-157
• ISSN: 1727-4907
• Автори та афіліації: O.O. Marchenko — Kiev Taras Shevchkenko National University
• Автор: Marchenko, O.O.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2018
• Теми: machine learning; natural language processing; named entity recognition; UDC 004.85
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/190
• Назва журналу: Problems in programming

The article describes machine learning methods for the named entity recognition. To build named entity classifiers two basic models of machine learning, The Naїve Bayes and Conditional Random Fields, were used. A model for multi-classification of named entities using Error Correcting Output Codes wa...