Finally, the second line shows that adapting the network to do classification (MTE-CQA classif ication ), giving it a question and a single comment as input, yields a performance drop of 0.6 MAP points absolute compared to the proposed pairwise learning model.
the pairwise training strategy is confirmed to be better for the ranking task, although not by a large margin.