Our model falls under the second class of approaches where utterances are first mapped to an intermediate representation containing natural language predicates.
rather than using an external parser (Reddy et al., 2014 or manually specified CCG grammars (Kwiatkowski et al., 2013), we induce intermediate representations in the form of predicate-argument structures from data.