Therefore we aggregate an entity's mention-level labels with a deterministic disjunction: At test time, z i is latent.
the correct inference for an entity is to marginalize out the model's uncertainty over z i : e) ) = 1 − P (y e = 0|x M(e) ) (4) Eq.