The LSA filtering had removed 154 incorrect relationships and only 45 correct ones, reducing the overall error rate by 33%.
this technique removed all but one of the spurious religious service hyponyms which were obtained through inappropriate similarities with mass in the example in Section 4, though it was much less effective in filtering the neighbors of nitrogen and dill, as might be expected.