With the huge size of current dialogue datasets that contain millions of utterances<cite> (Lowe et al., 2015a</cite>; Banchs, 2012; Ritter et al., 2010) and the increasing amount of natural language data, it is conceivable that retrieval-based systems will be able to have engaging conversations with humans.