Finally, we apply a residual layer (He et al., 2016)  and batch normalization (BN) (Ioffe and Szegedy, 2015), which help the model performance in practice.
we havê 3.4 Answer module Given the representation of question Q which iŝ q and the representation of candidate answers , we compute the matching score The candidate answers are then ranked by their scores.