Lemmatization of Uyghur Inflectional Words

Mairehaba・Aili, Wenbin Jiang, Tuergen Yibulayin · Zhongwen xinxi xuebao · 2012

We propose an automatic lemmatization model for inflectional phenomenon.In contrast to previous methods,we generalize the inflection in conceptually,and treat the lemmatization with the sequence tagging models,.Using the Uyghur million word Part-of-Speech tagging corpus as the training data,the proposed method improves the F value of lemmatization up to 91.4% from 84.1%,especially attaining an F value of 88.6% for verbs which are rich in suffixes and complex.

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