For example, in the recently released response generation dataset with manually annotated sentence functions STC-SeFun (Bi et al., 2019), more than 40% of utterances are Positive Declarative while utterances annotated with Declarative with Interrogative words account for less than 1% of the entire dataset.
dialogue generation models suffer from data deficiency for these infrequent sentence functions.