Given a segmented sentence, our model simultaneously considers possible POS tags and dependency relations within the given beam, and outputs the best parse along with POS tags.
the combined model raises two challenges: First, since the combined search space is huge, efficient decoding is difficult while the naïve use of beam is likely to degrade the search quality.