Machine-learning methods for text named entity recognition

• Date: 2018
• Main Author: Marchenko, O.O.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2018
• Subjects: machine learning; natural language processing; named entity recognition; UDC 004.85
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/190
• Journal Title: 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...