To learn the seq2seq model, it's straight-forward to use each pair of utterances in C s as training data for the model.
the goal of our paper is to generate diverse augmented data and the usefulness of less diverse pair (like give me the <distance> route to <poi type> and find me the <distance> route to <poi type> in Figure 1) is arguable.