As with the broad-coverage experiments, all of the black-box smoothing techniques do significantly better than the RF baseline.
an advantage of loglinear interpolation is that we can tune loglinear weights so as to maximize the true objective function, for instance BLEU; recall that our translation model is itself loglinear, with weights set to minimize errors.