In addition, bootstrapping techniques should be better studied in this domain, in order to take advantage of the large quantities of available unlabelled data.
we think that it is worth investigating the size and selection of the retraining corpora, and the combination of several algorithms or example views like in the co-training algorithms presented in (Collins and Singer, 1999;Abney, 2002).