The key concept of this model is similar to that of RankSVM, i.e., solving the ranking problem as a classification problem of whether a comment is more constructive than another one.
the model is constructed to predict the ranking score of a comment and trained so that, given two comments, the magnitude relation of the predicted scores corresponds to that of the true constructiveness scores, via cross entropy loss.