Title
Chinese morphological analysis using morpheme and character features
Abstract
One of the most important problems of the morphological analysis is processing of unknown words. This paper proposes to use morpheme and character features to relieve the problem of the unknown words without decreasing of the precision for the known words. We used the maximum entropy method which is flexible to the information of the morphemes and the characters. The experiments revealed that both the morpheme and character features are effective for Chinese morphological analysis and the character features are useful for the processing of the unknown words.
Year
DOI
Venue
2012
10.1007/978-3-642-32695-0_87
PRICAI
Keywords
Field
DocType
important problem,chinese morphological analysis,character feature,maximum entropy method,morphological analysis,known word,unknown word
Morpheme,Computer science,Maximum entropy method,Speech recognition,Natural language processing,Artificial intelligence,Morphological analysis
Conference
Citations 
PageRank 
References 
0
0.34
3
Authors
5
Name
Order
Citations
PageRank
Kanako Komiya1319.59
Haixia Hou200.34
Kazutomo Shibahara300.68
Koji Fujimoto423.66
Yoshiyuki Kotani500.34