Most current research uses machine learning techniques (Li and Takeuchi, 1997;Murata et al., 2001;Takamura et al., 2001), has achieved good performance.
as supervised learning methods require word sense-tagged corpora, they often suffer from data sparseness, i.e., words which do not occur frequently in a training corpus can not be disambiguated.