Machine-learning methods for text named entity recognition

• Datum: 2018
• 1. Verfasser: Marchenko, O.O.
• Format: Artikel
• Sprache: Ukrainian
• Veröffentlicht: Інститут програмних систем НАН України 2018
• Schlagworte: machine learning; natural language processing; named entity recognition; UDC 004.85
• Online Zugang: 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...