This means that all SOTA Sup and UnSup approaches can be considered as a module that operates on the feed-in parameter Q.
we propose two different strategies for semi-supervision that emphasize the two-way interaction between the supervised signal and unsupervised alignment based on the message passing mechanisms, see Figure 1.