Let A be a parser that we want to parse with (here one of the generative models), and let B be a base parser that we use to propose candidate parses which are then scored by the less-tractable parser A.
we do obtain a gain over state-of-theart results using simple model score combination on only the base candidates, which can be implemented with minimal cost over the basic reranking setup.