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《Journal of Shenyang Institute of Aeronautical Engineering》 2009-01
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Recognition of Chinese organization name based on conditional random fields

ZHOU Bo CAI Dong-feng(Knowledge Engineering Center,Shenyang Institute of Aeronautical Engineering,Liaoning Shenyang 110034)  
Automatic recognition of Chinese organization name is a very difficult problem in natural language processing.This paper presents a new method for Chinese organization name recognition based on the cooperation of character model and word model using conditional random fields.This method selects two kinds of features respectively from the feature of the organization name and Hownet.In open test,the F-value of the character model and the word model are 91.51% and 91.09%,it obtains 92.37% and 92.06% after combined them.It suggested that the combined model is performing better than each single model.
【CateGory Index】: TP391.4
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