In order to combine the hidden vectors h i,j,k , the attention mechanism computes the weighted sum of the hidden vectors to obtain a single representation vector for the input sentence s i,j (Bahdanau et al., 2015).
each hidden vector h i,j,k is given a weight α i,j,k to estimate its contribution for the final representation of the container c i for the problem of police killing recognition.