DRMM (DRMM LCH×IDF ), DUET, Match-Pyramid and K-NRM are trained under the same settings using the hyperparameters described in their respective papers.
as our focus is on the deep relevance matching model as mentioned in Section 1, we only compare against DUET's local model, denoted as DUETL.