This work presents multiple novel approaches for automatically extracting biographic facts such as "Birthdate", "Occupation", "Nationality", and "Religion", making use of diverse sources of information present in biographies.
we have proposed and evaluated the following 6 distinct original approaches to this task with large collective empirical gains: 1.