As discussed before, <cite>(Mikolov et al., 2013b)</cite> and (Xing et al., 2015) were implemented as part of our framework, so <cite>they</cite> correspond to our uncostrained mapping with no preprocessing and orthogonal mapping with length normalization, respectively.