For instance, an utterance in AirTicketBooking dataset, "Tomorrow afternoon, about 3 o'clock" corre-sponds to the latent state "Time Information".
by carefully examining words in dialogues we can observe that not all words are generated from the latent states (Ritter et al., 2010;Zhai and Williams, 2014).