Ismail Akzam

Integrating AI into Arabic Linguistics: A Methodological Framework for Reproducible and Interpretable Research

A comprehensive methodological framework encompassing linguistic problem formulation, resource selection and documentation, modeling and adaptation, evaluation and interpretation, and transparent reporting is proposed that bridges computational innovation with linguistic theory and provides practical guidance for conducting robust AI-assisted Arabic linguistic research.