In addition, our parallel texts training data represents a natural domain difference with the test data of SENSEVAL-2 English lexical sample task, of which 91% is drawn from the British National Corpus (BNC).
using a learning algorithm which already gives well calibrated posterior probabilities may be more effective in estimating the sense priors.