Our hope was that this would improve performance by focusing on the more semantically-significant portions of the predicate-argument structure.
we extracted the following features from the predicted AMR structures: immediate parents, grandparents and siblings of the target node, lemma and POS tag of the target and preceding token in the sentence, and a Boolean feature based on the AMR polarity role (indicating semantic negation).