We show how to build a joint model of argument frames, incorporating novel features that model these interactions into discriminative loglinear models.
in order to be able to incorporate long-range dependencies in our models, we chose to adopt a re-ranking approach (Collins, 2000), which selects from likely assignments generated by a model which makes stronger independence assumptions.