CRF decodes hidden vectors H to a label sequenceŷ = (ŷ 1 ,ŷ 2 , ...,ŷ n ).
our goal is to improve label prediction accuracy on the target domain D t by utilizing the knowledge from the source domain D s : training a transferable model p(y|X) requires both H(X) and p(y|H) to be transferable.