While most of the above work focuses on document-level language classification, recent work on handling Arabic dialect data addresses the problem of sentence-level classification (Zaidan and CallisonBurch, 2011; Zaidan and Callison-Burch, 2014; <cite>Elfardy and Diab, 2013</cite>; Zaidan and Callison-Burch, 2014 ).