Adaptation of discriminative learning methods for these types of features to statistical machine translation (MT) systems, which have historically used idiosyncratic learning techniques for a few dense features, has been an active research area for the past half-decade.
despite some research successes, feature-rich models are rarely used in annual MT evaluations.