Sanad Sha{'}ban

The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness

Arabic dialects form a diverse continuum, yet NLP models often treat them as discrete categories. Recent work addresses this issue by modeling dialectness as a continuous variable, notably through the Arabic Level of Dialectness (ALDi). However, ALDi reduces complex variation to a single dimension.