Before showing the bound analysis, note that the framework proposed by (Evgeniou and Pontil, 2004;Finkel and Manning, 2009) is a generalization over these three frameworks (FE, S+T, and the baseline) 6 .
our goal in this paper is different: we try to provide a deep discussion on when and why one should use a particular framework.