We further investigate parameter efficiency of ConvR against ConvE on FB15k-237.
we tune the number of filters c ∈ {20, 40, 60, 80, 100} and the filter size h × w ∈ {2 × 2, 3 × 3, 4 × 4, 5 × 5}, fix the other hyperparameters to their optimal configurations (see Table 2 for details), and show how the performance of ConvR (on the test set) will change as the number of parameters varies.