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Ayoub Ben Cheikhi

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Open access Nov 2026

MSAD-Moroccan dialect: a multimodal sentiment analysis dataset for Moroccan dialect (Darija)

Sentiment analysis for Arabic dialects remains a significant challenge, mainly due to the scarcity of annotated resources and the inherently multimodal nature of real-world human communication. Among Arabic dialects, Moroccan Darija is particularly underrepresented in the literature, as most existing datasets focus exc...

Ayoub Ben Cheikhi, E. Nfaoui · 0 citations
Review Open access Sep 2026

Multimodal Arabic Sentiment Analysis: A Comprehensive Review

Multimodal Sentiment Analysis integrates textual, visual, and auditory information to achieve richer contextual understanding. Although multimodal learning has been advanced significantly in high-resource languages, research in Arabic remains limited and fragmented. This paper presents a comprehensive review of Multimo...

Ayoub Ben Cheikhi, E. Nfaoui · 0 citations

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