Diacritics Restoration for Arabic Dialects

Abstract : In this paper we present a statistical approach for automatic diacritization of Algiers dialectal texts. This approach is based on statistical machine translation. We first investigate this approach on Modern Standard Arabic (MSA) texts using several data sources and extrapolated the results on available dialectal texts. For evaluation we used word and diacritization error rates and also precision and recall.
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https://hal.inria.fr/hal-00925815
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Submitted on : Wednesday, January 8, 2014 - 3:55:55 PM
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Salima Harrat, Mourad Abbas, Karima Meftouh, Kamel Smaïli. Diacritics Restoration for Arabic Dialects. INTERSPEECH 2013 - 14th Annual Conference of the International Speech Communication Association, ISCA, Aug 2013, Lyon, France. ⟨hal-00925815⟩

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