Their models mostly try to use the attention mechanism, including memory networks techniques, to fetch the most similar knowledge (Sukhbaatar et al., 2015), then incorporate grounding knowledge into a seq2seq neural model to generate a suitable re-sponse (Madotto et al., 2018).
existing memory networks equally treat information from multiple sources, e.g.