Cleaning text of noise (e.g., repeating characters, non-Arabic script) and normalizing different forms of letters like alif or yaa .
There is a growing emphasis on regional varieties (Egyptian, Levantine, Gulf, etc.) to improve the performance of NLP tools for everyday users. arabic_discomp4
Creating content that works seamlessly in both Arabic and English for global markets like the GCC. Cleaning text of noise (e