Given a set of word-pairs, humans can rank them in order of their distance-placing near-synonyms on one end of the ranking and unrelated pairs on the other.
the matrix that is created after one pass of the corpus, which we call the base WCCM, although noisy (as it is created from raw text and not senseannotated data), captures strong associations between categories and co-occurring words.