Furthermore, because we have posterior marginals rather than a single Viterbi derivation, we can explicitly force the aligner to choose denser extraction sets simply by lowering the marginal threshold.
we also show substantial improvements over DeNero and Klein (2010) in recall-heavy objectives, such as F 5 .