Day 3
09h00 - 09h45
Title : Inclusive Arabic NLP: Bridging Gaps in Dialectal Processing, Automatic Essay Scoring, and Assistive Technologies for Dyslexia
Chair: Prof. Lamia Hadrich Belguith
09h45 - 10h15
Poster Session
TunisianMMLU: Evaluating Large Language Models on Tunisian Arabic
Wajdi Ghezaiel, Jean-Pierre Lorré
Toward an intelligent obstetric triage system: A predictive approach using machine learning
Monia Bouzaiene, Manel Kammoun Soulef Smaoui
Digitalization and Informal Ecosystems in Tunisia: A Cointegration Analysis
Haythem Ghali, Mohamed Ben Amar
Bias Aware Narrative Framing in Retrieval Augmented LLM Dialogue
Imene Ouali, Youssef Hadj Sassi, Siem Aynealem Weldeyohannes, et al.
A Hybrid Deep Learning Approach for Anomaly Detection in Bitcoin Markets
Amal Ben Abdallah, Maryam Elamine
10h15 - 11h35
Chairs: Prof. Chafik Aloulou, Dr. Rahma Boujelben, Dr. Asma Mekki
Chairs: Prof. Maher Jaoua, Dr. Iskandar Keskes, Dr. Maryam Elamine
1
10h15
4A.1 Machine learning for healthcare: A bibliometric study of contributions from Africa
Houcemeddine Turki, Houda Sekkal, Anastassios Pouris, Francis-Alfred Michaelangelo Ifeanyichukwu, et al.
4B.1 Exploring Agentic AI for Gamified Learning Engagement
Amamah Jamil and Fatma Ben Mesmia Chaabouni
2
10h35
4A.2 Disfluency Detection in Spontaneous Speech:An Overview with Emphasis on Low-Resource and Dialectal Languages
Emna Boughariou, Younes Bahou, Lamia Hadrich Belguith
4B.2 Step-by-Step Reasoning vs. Zero-Shot Inference in Large Language Models
Jaafer Klila, Rahma Boujelbane, Nasredine Semmar, Sondes Bannour Souihi, Lamia Hadrich Belguith
3
10h55
4A.3 Comments-based Video Summarization Approach Using Clustering Technique
Mohamed Camara, Mehdi Ellouze, Maher Jaoua, Samira Ellouze
4B.3 Constructing Knowledge Graphs with Large Language Models
Amani Braham, Li Kaiyan, Vincent Ventresque, Ahmad Fliti
4
11h15
4A.4 Learning difficulties and digital support needs in STEM
Ousmane Ndiaye, Fatoumata Baldé, Adrien Basse
4B.4 Artificial Intelligence Methods for Early Detection of Oral Cavity Cancer: A global survey
Mathias Pascal Mbaga, Idy Diop
5
11h35
4A.5 Assessing the Effectiveness of Retrieval-Augmented Generation in Educational QA Systems
Sarah Nouali, Ismail Badache, Patrice Bellot
4B.5 A Transparent and Verifiable Injury Detection System Using Next-Generation AI
Imen Chebbi, Sarra Abidi, Leila Ben Ayed
Closing Session