Our technique is similar to that of<cite> (Munteanu and Marcu, 2005)</cite> but we bypass the need of the bilingual dictionary by using proper SMT translations and instead of a maximum entropy classifier we use simple measures like the word error rate (WER) and the translation edit rate (TER) to decide whether sentences are parallel or not.