(Lewis, 1992;Dumais et al., 1998), or augmenting the standard BoW approach with synonym clusters or latent dimensions (Baker and Mc-Callum, 1998;Cai and Hofmann, 2003).
none of the more elaborate representations manage to significantly outperform the standard BoW approach (Sebastiani, 2002).