Together with the high computational cost of reestimation we propose even more drastic pruning than we did in Bod (2006) for U-DOP.
while for sentences ≤ 7 words we use all binary trees, for each sentence ≥ 8 words we randomly sample a fixed number of 128 trees (which effectively favors more frequent trees).