6 Polarity of Words in the Unlabeled Target Domain: Generally, in a polar corpus, a positive word occurs more frequently in context of other positive words, while a negative word occurs in context of other negative words .
domain adaptation techniques work in contrast to traditional supervised techniques on the principle of transferring learned knowledge across domains (Blitzer et al., 2007;Pan et al., 2010;Bhatt et al., 2015).