In contrast, under the multi-candidate case, the system also relies on p θs (s|q, r), which has significantly more parameters to estimate, and thus is less robust.
by only focusing on the most probable sub-string, the proposed focused pruning produces much more single-candidate situations, leading to a better overall accuracy.