In this paper we focus our attention on machine translation as the final application, but one could envision applying our techniques to other applications such as information extraction or question answering.
we explore one application of targeted self-training, where computing the extrinsic metric involves plugging the parse into an MT system's reordering component and computing the accuracy of the reordering compared to a reference word order.