Second, while language models for natural text benefit from the large amounts of text data available on the web, obtaining correct MRs to train a model is less trivial.
in our tri-synchronous grammar framework, in addition to the MR itself, we are generating a paraphrase that nonetheless holds some disambiguating power over the MR, as described in Section 1.