Note that the size of training set and vocabulary used in our experiments are relatively small compared to millions of qa-pairs used in other works Wu et al., 2018), so it's reasonable that bad cases sometimes occur in results of baselines.
our models, no matter the static one or the dynamic one, could generate amazing responses which are not only grammatical and informative, but also have some emotional expressions like the use of punctuation and repetition.