These three components can be updated simultaneously via a joint learning process, which is introduced in Section 2.3.
then, in target memory, via weighting target memory matrix t with ξ, we obtain the output representation R of the topic memory mechanism: the concatenation of R and U (embedded x Seq ) further serves as the features for classification.