... graph-ical models (Bayes nets). Formally, a BLP con-sists of a set of Bayesian clauses, definite clauses of the form a| a1, a 2, a 3, a n, where n ≥ 0 and a, a 1, a 2, a 3, ,a nare Bayesian ... difficult and arduous, an effective alternative is to automaticallylearn such rules by mining a substantial database of facts that an IE system has already automaticallyextracted from a large corpus ... and D. Lowd. 2009. Markov Logic: AnInterface Layer for Artificial Intelligence. Morgan &Claypool, San Rafael, CA.Janardhan Rao Doppa, Mohammad NasrEsfahani, Mo-hammad S. Sorower, Thomas...