Machine-learning methods for text named entity recognition

• Дата: 2018
• Автор: Marchenko, O.O.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 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...