We extend this task and treat semantic parsing as recursive prediction of predicate-argument structure and clustering of argument fillers.
parsing a sentence into this representation involves (1) decomposing the sentence into lexical items (one or more words), (2) assigning a cluster label (a semantic frame or a cluster of argument fillers) to every lexical item, and (3) predicting argument-predicate relations between the lexical items.