Given a document D and a word w in D, Z w = (f, e) represents an assignment of w to frame f ∈ F and frame element e ∈ E f ∪ S f .
we extend PROFINDER to leverage this intuition by incorporating a "stickiness" prior (Haghighi and Vanderwende, 2009) to encourage neighboring clauses to stay in the same frame.