For this reason, using the Web has proved successful in several other fields of NLP, e.g., machine translation (Grefenstette, 1999) and bigram frequency estimation (Keller et al., 2002).
(Keller et al., 2002) have shown that using the Web handles data sparseness better than smoothing.