Consequently, only words with closely related syntactic/semantic roles (of the aligned predicates) should be compared.
we then concatenate them and use a multi-layer perceptron classifier Q (it has two hidden layers with Relu activation and a softmax output layer) to generate the final overall judgment vector ˆ (as shown in Eq.