It is reasonable that the contextpersona matching is more important because contexts provide the fundamental semantic descriptions for response selection.
the single persona-response matching can also achieve a hits@1 of 48.8% and an MRR of 60.9%, which shows the usefulness of utilizing persona information to select the best-matched response.