Rabia Rachidi

A Comparative Benchmark of Specialized Deep Learning Architectures and Fine-Tuned LLMs for Arabic Text Readability

Readability assessment for Arabic remains challenging due to the language's complex morphology. This paper presents a comparative study benchmarking traditional Machine Learning (ML), advanced Deep Learning (DL), and finetuned Large Language Models (LLMs). Utilizing a dataset of 4,519 Arabic sentences categorized into...