Feedback evaluates whether a logical form produces a response matching r: We are now ready to present our learning with feedback algorithms that operate in situations where input sentences, {x l } N l=1 , and a teacher feedback mechanism, Feedback , are available.
the key contributions of this paper are: We propose a new learning paradigm for learning semantic parsers without any annotated meaning representations.