Note that promoting the most probably correct analysis, whether containing MWEs or not, is the goal of probabilistic parsers in general.
instead of designing a custom parsing architecture for promoting MWEs, it would be more adequate to simply train a general-purpose parser on a treebank containing MWE annotations.