Similar to<cite> (Elfardy and Diab, 2013)</cite> , we present a sentence-level classifier that is trained in a supervised manner. Some improvements in terms of classification accuracy and 10-fold cross validation under the same data conditions as (Zaidan and Callison-Burch, 2011;<cite> Elfardy and Diab, 2013)</cite> are presented.