Automatic Recognition of Chinese Personal Name Using Conditional Random Fields and Knowledge Base

According to the features of Chinese personal name, we present an approach for Chinese personal name recognition based on conditional random fields (CRF) and knowledge base in this paper. The method builds multiple features of CRF model by adopting Chinese character as processing unit, selects usefu...

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Bibliographic Details
Main Authors: Chuan Gu, Xi-ping Tian, Jiang-de Yu
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/480879