Recent neural domain adaptation approaches also work through cross-domain embeddings to improve the cross-domain performance (Cai and Zhao, 2016;Zhang et al., 2014).
a critical examination of the underlying assumption, and their assessment in the light of naturally occurring linguistic data, reveal its inherent contradictions (Taylor, 2012).