Traditional semantic parsers (Vo et al., 2015;Zettlemoyer and Collins, 2005) assign meanings to each word in a dictionary and combine the meaning of the words to characterize the complete sentence.
another challenge that needs to be addressed is the computation of similarity between complex concepts such as "size of class" and "20 students".