The model implemented three modifications to the model proposed by Dušek and Jurcicek (2016b) . The third modification was implementing a N-gram match reranker. This reranker is based on n-gram precision scores and promotes responses having phrase overlaps with user utterances<cite> (Dušek and Jurcicek, 2016a</cite> ).