Here, we study the effect of jointly modeling the speech act and target referent of each utterance, in order to exploit the task dependencies.
this paper is an application of discourse analysis to the pragmaticsrich domain of political science, to determine the intent of every utterance made by politicians, and in part, automatically extract pledges at varying levels of specificity from campaign speeches and press releases.