We use the same set of binary features as in previous work on this dataset (Pang et al., 2002;Pang and Lee, 2004;Zaidan et al., 2007).
let V = {v 1 , ..., v 17744 } be the set of word types with count ≥ 4 in the full 2000-document corpus.