Interestingly enough, there is no obvious correlation between how engaging the dialogue has been perceived and simple metrics like the length of the response or the number of asked questions.
in our work, we propose to measure how much information the chit-chat bot has gathered about its human counterpart as a proxy to the engagingness of the dialogue.