Broadly, lexical semantic relationships between the "prototype" variable (belonging to the set of seen targets for a frame f ) and the target t i are used as features for frame identification, but since is unobserved, it is summed out both during inference and training.
(If an unlabeled vertex does not have a path to any labeled vertex, this term ensures that its converged marginal will be uniform over all frames.)