This approach is very related to the probabilistic extension of our method as both models attempt to leverage entity-level information from mention-pair features.
we present two models -the Latent Left-Linking Model (L 3 M), and a version of that is augmented with domain knowledge-based constraints, the Constrained Latent Left-Linking Model (CL 3 M).