Some RC systems (Mihaylov and Frank, 2018;Kadlec et al., 2016) and Textual Entailment (TE) models (Weissenborn et al., 2017;Inkpen et al., 2018) incorporate external KBs to provide additional context to the model for better language understanding.
we take a different approach of using this background knowledge in an explicit inference step (i.e.