cal form does not need to be given by the annotator (QA denotations, for example, require the annotator to know the correct answer to the question -an assumption which doesn't hold for end-users who asked the question with the goal of obtaining the answer).
our goal is to leverage natural language feedback and corrections that may occur naturally as part of the continuous interaction with the non-expert end-user, as training signal to learn a semantic parser.