Homographs are traditionally regarded as a special case of word sense disambiguation problem, and are usually addressed by corpus based statistical methods.
without the means for incorporating deeper linguistic information such as syntax and semantics into the system, statistical approaches alone can not provide adequate explanation for the linguistic phenomena at hand.