The lengths of shortest paths from sources to targets are shown in Figure 3.
most probabilities lie on two and three hops rather than zero and one hop, so key-value extraction based text generative models (Eric et al., 2017;Levy et al., 2017;Qian et al., 2018) are not suitable for this task.multi-hop reasoning might be useful for better retrieving correct knowledge graph entities.