To train our model, we will try to minimize the evaluation objective (1) averaged over the training lan- 3 In our experiment, we chose w = 8 by cross-validation over w = 2, 4, 8, 16, ∞.
4 the EC heuristic examines the correlation between relations and tags in the training treebanks.