The goal of the feed forward processing is to calculate the similarity between a pair of questions (q 1 , q 2 ).
after producing the BOW and CNN representations for the two input questions, the BOW-CNN computes two partial similarity scores s bow (q 1 , q 2 ), for the CNN representations, and s conv (q 1 , q 2 ), for the BOW representations.