Meanwhile, our ensemble model ranks 1st place on the WIKIHOP leadrboard and surpasses the human performance (as reported in (Welbl et al., 2018)) on this data set by 0.2% 1 .
to keep the dimensionality consistent, we apply a single-layer multi-layer perceptron (MLP) with tanh activation function to increase the dimension of the query subject entities to 2h.