Towards Arabic Multimodal Dataset for Sentiment Analysis. - Abdelhamid Haouhat; Slimane Bellaouar; Attia Nehar; Hadda Cherroun (IDSTA, 2023)

Modality Influence in Multimodal Machine Learning. - Abdelhamid Haouhat; Slimane Bellaouar; Attia Nehar; Hadda Cherroun (CoRR, 2023)

MODOS at ArAIEval Shared Task: Multimodal Propagandistic Memes Classification Using Weighted SAM, CLIP and ArabianGPT. - Abdelhamid Haouhat; Hadda Cherroun; Slimane Bellaouar; Attia Nehar (ArabicNLP, 2024)

VQA support to Arabic Language Learning Educational Tool. - Khaled Bachir Delassi; Lakhdar Zeggane; Hadda Cherroun; Abdelhamid Haouhat; Kaoutar Bouzouad (CoRR, 2025)

Arabic Multimodal Machine Learning: Datasets, Applications, Approaches, and Challenges. - Abdelhamid Haouhat; Slimane Bellaouar; Attia Nehar; Hadda Cherroun; Ahmed Abdelali (CoRR, 2025)