Contrary to the previous approaches as in<cite> (Munteanu and Marcu, 2005)</cite> which used small amounts of in-domain parallel corpus as an initial resource, our system exploits the target language side of the comparable corpus to attain the same goal, thus the comparable corpus itself helps to better extract possible parallel sentences.