Personal name and location name recognition based on conditional random fields

• Published in: 2009 International Conference on Machine Learning and Cybernetics Vol. 4; pp. 2255 - 2260
• Main Authors: Su-Xiang Zhang, Guo-Yang Gao, Yin-Cheng Qi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.07.2009
• Subjects: Conditional random fields; Context modeling; Cybernetics; Data mining; Information extraction; Machine learning; Named entity recognition; Natural language processing; Natural languages; Pattern recognition; Power engineering and energy; Testing; Text recognition

A new approach was proposed to recognize personal name and location name based on conditional random fields in Chinese language domain. Some interesting features have been proposed, the new probabilistic feature is proposed, which are used instead of binary feature functions, however, it is one of t...