In addition, comparing the results of TOP-Transfer with TOP-Voc-Transfer and TOP-Focus with TOP-Voc-Focus, we can see that adding structural features in TOP-Focus and TOP-Transfer leads to virtually no improvement.
because the original training set already includes the vocabulary from the target domain, the reparameterization approach defined in the preceding section is not necessary so we do not perform it.