Semi-supervised clustering (Wagstaff et al., 2001) may be used to perform classification by the use of labeled and unlabeled examples, but it encounters the same problem of partially supervised classification that model order cannot be automatically estimated.
the number of senses of each English word varies from 3 to 11.