A Logic-based Approach to Generatively Defined Discriminative Modeling

Taisuke Sato, Keiichi Kubota, Yoshitaka Kameya

Conditional random fields (CRFs) are usually specified by graphical models but in this paper we propose to use probabilistic logic programs and specify them generatively. Our inten…