Furthermore, they use 'discounting' methods to improve the estimates of conditional probabilities when learning data is sparse.
first, though our model still figure 1: Mean precision scores as a function of window order, obtained against the Wordnet-based gold standard, on both the verb and noun test-sets with both the synonyms and semantic neighbor detection tasks.