DLD09 are to be commended for having identified a crucial component of inference that nevertheless lends itself to a classification-based ap-proach, as we will show.
as noted by DL10, the performance of the distillation method is mixed across languages and in the semi-supervised bootstrapping setting, and there is no mathematical grounding of the heuristic to explain why it works and whether the approach can be refined or extended.