We performed a user study on three different datasets: the SubTle Corpus of movie dialogues (Banchs, 2012) , the Twitter Corpus (Ritter et al., 2010) , and the Ubuntu Dialogue Corpus<cite> (Lowe et al., 2015a)</cite> .