In our eariler work (Chan and Ng, 2005b), the posterior probabilities assigned by a naive Bayes classifier are used by the EM procedure described in the previous section to estimate the sense priors in a new dataset.
it is known that the posterior probabilities assigned by naive Bayes are not well calibrated (Domingos and Pazzani, 1996).