Also, each perturbed sample may generate slot values that have different number of words, and maintaining consistency of sequential distributions could be challenging.
we use slot gate distribution and attention distribution as intermediate targets since the former is the first stage for the whole prediction process, and the latter directly influences the copy mechanism.