A major advantage of the proposed NPRF over existing neural IR models is that it allows for soft-matching query-related terms that are missing from both the query and the target document.
figure 2 shows the performance of NPRf ds as the number of feedback documents m varies (top), and as the number of top terms k varies (bottom).