Title :
Automatic Identification of Chinese Chunk Based on BP Network
Author :
Wang Xiaohua ; Chen Linghui ; Wang Rongbo
Author_Institution :
Inst. of Comput. Applic. Technol., Hangzhou Dianzi Univ., Hangzhou
Abstract :
This paper introduces a mathematical model for chunk parsing of Chinese sentence. Automatic identification of Chinese chunk is implemented by using BP network. Based on BP network, some new research methods and experiments on the input features are proposed and performed in this paper. The experimental results show that the full use of the known information can improve the accuracy of Chinese chunk identification.
Keywords :
backpropagation; natural language processing; BP network; Chinese chunk identification; automatic identification; BP networks; Chinese information; Chunk analysis;
Conference_Titel :
Information Science and Engineering, 2008. ISISE '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-2727-4
DOI :
10.1109/ISISE.2008.79