Morphological Analyzer for Gujarati using Paradigm based approach with Knowledge based and Statistical Methods
نویسندگان
چکیده
Morphological Analyzer is a tool which performs syntactic analysis of a word and finds root form of input inflected word form. Morph analyzer serves as a pre-processing tool for many NLP applications. Significant amount of work has been done in this area for many Indian languages but not much work has been reported for Gujarati language. We present Morph analyzer for Gujarati language. The Morph analyzer is developed using a hybrid approach that combines statistical, knowledge based and paradigm based approach. We present detailed study of different approaches. We demonstrate a significant improvement in overall accuracy and achieve 92.34% and 82.84% accuracy with knowledge based hybrid method and statistical hybrid method respectively.
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