Surdeanu and Manning (2010) emphasize that the most important success criterion for ensemble parsing is not the complexity of the model but the diversity of the baseline parsers.
it is conceivable that we could get similar results using a simpler model, based merely on the predictions of the parsers without the variational inference model.