Pre-processing and Language Analysis for Arabic to French Statistical Machine Translation (Traduction automatique statistique pour l'arabe-fran\ccais am\'elior\'ee par le pr\'etraitement et l'analyse de la langue) [in French]

Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System

Dhati+: Fine-tuned Large Language Models for Arabic Subjectivity Evaluation

Despite its significance, Arabic, a linguistically rich and morphologically complex language, faces the challenge of being under-resourced. The scarcity of large annotated datasets hampers the development of accurate too…

Content-Localization based Neural Machine Translation for Informal Dialectal Arabic: Spanish/French to Levantine/Gulf Arabic

Resources in high-resource languages have not been efficiently exploited in low-resource languages to solve language-dependent research problems. Spanish and French are considered high resource languages in which an adeq…

Joint Segmentation and POS Tagging for Arabic Using a CRF-based Classifier

Arabic is a morphologically rich language, and Arabic texts abound of complex word forms built by concatenation of multiple subparts, corresponding for instance to prepositions, articles, roots prefixes, or suffixes. The…

Smoothing methods for a morpho-statistical approach of automatic diacritization Arabic texts (M\'ethodes de lissage d'une approche morpho-statistique pour la voyellation automatique des textes arabes) [in French]