The approach, implemented in a system based on Support Vector Machines and called It Makes Sense (Zhong and Ng 2010, IMS), attains state-of-the-art performance on lexical sample and all-words WSD tasks.
according to our calculation on the available models, 2 this approach can only provide training examples for about one third of ambiguous nouns in WordNet, more than half of which have only one of their senses covered.