Lihua Li

Publications (2)0 Total impact

• Conference Proceeding: Recognizing Transliterated Names from Chinese Texts Based on Support Vector Machines and Rules

  Lishuang Li, Tingting Mao, Degen Huang, Lihua Li
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  ABSTRACT: According to the characteristics of transliterated names in Chinese texts, a method of automatic recognition of Chinese transliterated names combining support vector machines (SVMs) with rules is proposed. The attributes of feature vectors based on characters are extracted. A training set is established and the machine learning models of automatic identification of transliterated names are obtained by testing polynomial Kernel functions; the knowledge cannot be acquired completely if we only use the machine learning model, which will affect the recall. Through careful error analysis, the base of recognition-rules is constructed as post-processing steps to overcome the shortcoming of machine learning model. The results show that the method is efficient for identifying transliterated names from Chinese texts
  Neural Networks and Brain, 2005. ICNN&B '05. International Conference on; 11/2005
• Conference Proceeding: Chinese Syntactic Category Disambiguation Using Support Vector Machines.

  Lishuang Li, Lihua Li, Degen Huang, Heping Song
  Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II; 01/2005