Our use of full SMT sentences, gives us an added advantage of being able to detect one of the major errors of these approaches, also identified by<cite> (Munteanu and Marcu, 2005)</cite> , i.e, the cases where the initial sentences are identical but the retrieved sentence has a tail of extra words at sentence end.