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The Acquiring Method of Chinese Ambiguity Word POS Tagging Rules Based on Rough Sets and Fuzzy Neural Network
Author(s): 
Pages: 89-91,230
Year: Issue:  12
Journal: COMPUTER ENGINEERING AND APPLICATIONS

Keyword:  Rough Sets 模糊神经网络 兼类词 词性标注;
Abstract: 文章提出了基于Rough Sets的汉语兼类词初始标注规则的获取方法,并通过模糊神经网络(FNN)进行优化,最后再进行简化获取模糊规则;文章以人工标注过的句子作为训练集和测试集,得出了训练集左3、左4、右3、右4个兼类词标注规则库;对同样的训练集和测试集,采用统计二元模型进行标注后,再利用该方法(粗糙模糊神经网络方法,简称RSFNN)进行二次标注,结果表明RSFNN方法优于统计二元模型方法.最后实例说明汉语兼类词词性标注规则的获取方法.
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