· We develop a new statistical model, called Joint Topic and Perspective Models, based on the emphatic pattern in ideological discourse. The model combines two essential aspects of ideological discourse: topic matters and ideological biases. The simultaneous inference on topics and ideological emphasis, however, poses a computational challenge. We thus develop an approximate inference algorithm for the model based on variational methods. 
