For each set of these pseudowords we generated corresponding pseudosenseannotated training and test data sets by randomly sampling distinct sentences from the English Gigaword corpus (Graff and Cieri 2003).
we ended up with four data sets, namely: the Senseval-3 data set of real words, and the three artificially sense-tagged data sets for the similarity-based, TS-based, and random pseudowords.