However, since CDCs often correspond to much smaller parts of their surrounding sentence, considering the scores of all previous components is more effective.
to the components described above, for which the training set is fully defined by the labeled data, the Ranking Component needs be trained also on the output of its "upstream" components, since it relies on the scores produced by these components.