Concretely, for each iteration, we first optimize on d by maximizing Message-passing (Smith and Eisner, 2008) is used to find the best d. In the second step, we search for c that maximizes We believe that candidate phrases based on the same concepts should have the same predicted label.
candidates of the same phrase type and sharing the same head word are grouped into one cluster.