The softmax yields a label distribution y ∈ R d l , following which the classifier chooses the best label corresponding to the highest element among the y.
owing to the lack of phrase-level annotation, sentence representation may be inaccurate because it may fail to propagate errors from the root of the tree to the terminals and pre-terminals in a long sentence.