Recognition of Chinese Proper Noun Based on Attribute Tag
Yang Ji-wen · Computer Technology and Development · 2006
Introduces a new method to identify the Chinese proper noun.It is based on attribute tag.The basic thinking is:according the characteristics about the Chinese proper noun compages,using label corpus,enact the words attribute to be the standard attribute and relabeled it.Based on the corpus,distilling the Chinese proper noun instances about compages configuration and compages environment,using the transformation-based error-drive learning method to distill the fit regulation.Doing attribute label based on the instance and regulation which just distilled is the method combined the transformation-based error-drive learning and instance-based learning.Experiments proved this method ratio of nicety achieved 95.3% on testing stylebooks,the ratio of recall achieved 92.5%,so it is an effective method to identify Chinese proper noun.