We use these maximum likelihood probabilities for label assignment; for each node i, we assign the label To completely define our algorithm, we need to instantiate the potentials Ψ, in particular the priors and the compatibilities, which we discuss next.
what is more, it gives us a means to obtain connotation labels for the synsets themselves, which we use in the evaluations in the next sections.