On the other hand, methods that capture semantic dimensions are known to be useful in disambiguating different senses of a word.
pROBABILISTIC LATENT SEMANTIC ANAL-YSIS (pLSA) is known to simultaneously encode various senses of words according to latent semantic dimensions (Hofmann, 1999).