In comparing NB methods with Exemplar-Based methods, Escudero (2000a) utilized most of the features used in Ng and Lee (1996), and showed that exemplar-based algorithm outperforms the NB algorithm.
these papers did not mention how to select appropriate features, so the features used in their papers do not contain enough information and some information, such as part-of-speech, may be redundant.