We now plug in each of these classifiers (and their associated dictionaries) in our extraction system (Section 2) and apply it to our comparable corpora.
for our classification problem, we have: where c i is the class (c 0 ="parallel", c 1 ="not parallel"), Z(sp) is a normalization factor, and f ij are the feature functions (indexed both by class and by feature).