Many of these approaches (Kate and Mooney, 2007;Chen and Mooney, 2008;Chen et al., 2010) disambiguate the data and match NL sentences to their correct MR by iteratively retraining a supervised semantic parser.
1 our method, which uses correspondences from the LHG at the semantic concept level, constructs a more focused PCFG of tractable size.