Chinese person name recognition with semantic radical

Chong Feng*, Heyan Huang, Zhaoxiong Chen, Liang Zhang

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Radical is the primary component of Chinese character, but its function in Chinese information processing has not yet been well studied. With both theoretical analysis and corpus statistics, this paper presents the correlation between semantic radicals and Chinese characters used in person names. A person name recognition method that uses semantic radicals as computational resources in maximum entropy framework is proposed. This method was contrasted with a baseline method that doesn't take radicals into consideration. The experiments results show that semantic radicals can be quite useful in Chinese text processing.

源语言英语
主期刊名Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
294-300
页数7
DOI
出版状态已出版 - 2005
已对外发布
活动2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05 - Wuhan, 中国
期限: 30 10月 20051 11月 2005

出版系列

姓名Proceedings of 2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
2005

会议

会议2005 IEEE International Conference on Natural Language Processing and Knowledge Engineering, IEEE NLP-KE'05
国家/地区中国
Wuhan
时期30/10/051/11/05

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