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In this paper we describe the complexity of building a lemmatizer for Arabicwhich has a rich and complex derivational morphology, and we discuss the needfor a fast and accurate lammatization to enhance Arabic Information Retrieval(IR) results. We also introduce a new data set that can be used to testlemmatization accuracy, and an efficient lemmatization algorithm thatoutperforms state-of-the-art Arabic lemmatization in terms of accuracy andspeed. We share the data set and the code for public.

Build Fast and Accurate Lemmatization for Arabic