The selected relevant text regions (∈ ψ r ) are first passed through a separate BiGRU, then we apply a selfattention mechanism similar to the Context Zoom layer followed by a linear layer with ReLU activations.
our model achieved the best performance on the challenging NarrativeQA dataset.