Unsupervised Discovery of Biographical Structure in Text

In chronicling the events in a set of individuals’ lives, encyclopedic biographies — from Plutarch’s Parallel Lives to Wikipedia — provide an extraordinary amount of information detailing how the lives of the historically famous unfold. The life events described in these texts have natural structure: events exhibit correlations with each other (e.g., those who divorce must have been married), can …