We then adopt the matching histogram mapping in (Guo et al., 2016) for the soft interaction of the ranking model.
denote the bag of entities representation of e s as C e s , and that of e t as C e t ; we discretize the soft matching (calculated by cosine similarity of the embedding vectors) of each entity pair in (C e s , C e t ) into different bins.