For our experiments, we used the Europarl corpus (v7) (Koehn, 2005) for training sets and ACL/WMT 2005 1 data for dev/test sets (2k sentence pairs) following Cohn and Lapata (2007).
instead of using only the best translation, they took the n-best translations and translated them into the target language.