Smoothing methods for a morpho-statistical approach of automatic diacritization Arabic texts (Méthodes de lissage d'une approche morpho-statistique pour la voyellation automatique des textes arabes) [in French] (2014 · 1 citation)
Most Arabic text is written without short vowels and other diacritics. This leaves the large majority of words ambiguous, and it hurts parsing, translation, treebank building and speech technology. The authors present AlKhalil Diacritizer, a three-stage hybrid system. In the first stage, the open-source analyzer…
Alkhalil Corpus: An Open-Source Thematic and Lemmatized Corpus for Modern Standard Arabic (2026)
Arabic lacks large, openly licensed annotated corpora. Its rich morphology, the usual absence of short-vowel diacritics, and competing spelling variants make annotation expensive. The authors release two Modern Standard Arabic resources on Hugging Face.

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Updated 2 November 2026