Instead of taking the 1best parse, we produce a ranked n-best list of predictions and select the parser which gives the best score according to an external evaluation function.
instead of relying on the intrinsic model score, we use an extrinsic score to select the parse towards Algorithm 1 Select parse that maximizes an extrinsic metric.