The ease of availability of these comparable corpora and the potential for parallel corpus as well as dictionary creation has sparked an interest in trying to make maximum use of these comparable resources, some of these works include dictionary learning and identifying word translations (Rapp, 1995) , named entity recognition (Sproat et al., 2006) , word sense disambiguation (Kaji, 2003) , improving SMT performance using extracted parallel sentences<cite> (Munteanu and Marcu, 2005)</cite> , (Rauf and Schwenk, 2009 ).