Parallel corpora have been used to transfer information from source to target languages for Part-Of-Speech (POS) tagging, word sense disambiguation (Yarowsky et al., 2001) , syntactic parsing (Hwa et al., 2005; Ganchev et al., 2009; Jiang and Liu, 2010) and machine translation (Koehn, 2005; Tiedemann, 2002) .