We focused on maximizing the accuracy of dependency parsing on the development data in our experiments.
the sizes of the training data are different across the different tasks; for example, the semantic tasks include only 4,500 sentence pairs, and the dependency parsing dataset includes 39,832 sentences with word-level annotations.