Cleaning text of noise (e.g., repeating characters, non-Arabic script) and normalizing different forms of letters like alif or yaa .
Assigning Parts of Speech (Nouns, Verbs, etc.) to the text.
Scrapping social media, forums, and video transcripts to capture "natural" language patterns. 2. Morphological and Syntactic Annotation
Ensuring "Right-to-Left" (RTL) formatting is correctly implemented in digital interfaces. Gateway To Arabic 4 - sciphilconf.berkeley.edu