Hanan Murayshid

I explore how to move AI from being only intelligent to becoming wise (reliable, responsible, and interpretable) with a focus on modeling (architectures, learning paradigms, and beyond Transformers) and their applications in Health and Science.

Core Focus: Modeling Exploring architectures, learning paradigms, and limitations Arabic NLP • Low-resource constraints • Morphology & rich syntax → Needs in generalization LLMs for Scientific Text • Literature mining • Retrieval-augmented reasoning → Limits in factuality grounding & interpretability Healthcare & Signals • Physiological signals (PPG, ECG, EEG) → Needs responsibility & robustness