As fictitious life in drama, realistic responses often use knowledge entities existing in multi-hop relational paths, e.g., the residence of a friend of mine.
we propose a model that incorporates multi-hop reasoning (Lao et al., 2011;Neelakantan et al., 2015; on the graph structure into a neural conversation generation model.