| 2026 | ACIIDS | Advancing Arabic Named Entity Recognition in Invoices with YOLOv11, BERT, Active Learning, and LLM Integration. | Hassen Mahdhaoui, Omaima Jbara, Alaa Abid Muslam Abid Ali, Abdelkarim Mars, Mounir Zrigui |
| 2026 | ACIIDS | Enhancing the Efficiency and Accuracy of Arabic NER with DeepSeek R1 and Active Learning. | Abdelkarim Mars, Ahmed Faris Alsayyad, Ban Hamed, Hassen Mahdhaoui, Karim Dabbabi, Mounir Zrigui |
| 2026 | ICAART | Multi-Expert Topic Modeling for Code-Switched Dialectal Arabic: A Dynamic Routing Approach to Tunisian Social Media Analysis. | Samia Ben Ismail, Abdelkarim Mars |
| 2026 | ICAART | Bridging the Maghrebi Dialect Gap: Multi-Dialect Named Entity Recognition for North African Arabic Using Dialect-Aware Active Learning and Cross-Dialectal Transfer. | Hassen Mahdhaoui, Abdelkarim Mars, Manar Joundy Hazar, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mounir Zrigui |
| 2026 | ICAART | Domain-Adaptive Named Entity Recognition for Specialized Arabic Texts: Medical, Legal, and Financial Entity Extraction with Minimal Supervision. | Hassen Mahdhaoui, Abdelkarim Mars, Mazin S. Mohammed, Alaa Abid Muslam Abid Ali, Salah Zrigui, Mounir Zrigui |
| 2026 | ICAART | MTLD-HSD: A Hierarchical Multi-Task Three-Stream Model for Explainable Hate Speech Detection in Low-Resource Tunisian Arabic. | Abdelkarim Mars, Samia Ben Ismail |
| 2024 | ACIIDS | Building the ArabNER Corpus for Arabic Named Entity Recognition Using ChatGPT and Bard. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |
| 2023 | ICCCI | Active Learning with AraGPT2 for Arabic Named Entity Recognition. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |
| 2023 | ICCCI | Combination of DE-GAN with CNN-LSTM for Arabic OCR on Images with Colorful Backgrounds. | Abdelkarim Mars, Karim Dabbabi, Salah Zrigui, Mounir Zrigui |
| 2023 | INISTA | Optimizing Arabic Named Entity Recognition through Active Learning and AraBERT. | Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui |