The knowledge transfer is achieved by learning common semantic representations for different languages.
usually, word-aligned or sentence-aligned parallel data sets are employed for joint learning (Guo et al., 2016;Duong et al., 2016) most existing joint learning approaches focus only on cross-tasks or cross-lingual knowledge transfer.