One might want to use the length of the path from the specific word to the target in the dependency tree as the distance, which is a worthwhile option to try in the future work, given the condition that dependency parsing on the input text is effective enough.
our framework introduces a novel way of applying multiple-attention mechanism to synthesize important features in difficult sentence structures.