The results show that our models outperform the state of the art achieved by more complex networks.
cTKs outperform our cNNs but use more information, e.g., on TREc 13, cTKs obtain an MRR and MAP of 85.53 and 75.18 vs. 77.93 and 71.09 of cNNs.