We show that the method can capture discourse structures in narrative text across multiple genres, including biographies, stories, and newswire reports.
our method can capture biographical templates from Wikipedia, and is competitive with state-ofthe-art generative approaches on tasks such as predicting the outcome of a story, and sentence ordering.