Indeed, attempts have been made to directly apply machine translation systems to the problem of semantic parsing (Papineni et al., 1997;Macherey et al., 2001).
these systems make no use of the MRL grammar, thus allocating probability mass to MR translations that are not even syntactically well-formed.