Enhancing Large Language Models' Utility for Medical Question-Answering: A Patient Health Question Summarization Approach. - Nour Eddine Zekaoui; Siham Yousfi; Mounia Mikram; Maryem Rhanoui (SITA, 2023)

Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining. - Nour Eddine Zekaoui; Siham Yousfi; Maryem Rhanoui; Mounia Mikram (CoRR, 2023)

BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding. - Nour Eddine Zekaoui; Mounia Mikram; Maryem Rhanoui; Siham Yousfi (MIWAI (2), 2024)

SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text. - Nour Eddine Zekaoui; Maryem Rhanoui; Siham Yousfi; Mounia Mikram (Comput. Biol. Medicine, 2025)