(2007) and McIntosh (2010) manually crafted negative categories that were necessary to prevent semantic drift.
in McIntosh (2010), a biomedical expert spent considerable time (∼15 days) and effort identifying potential negative categories and subsequently optimising their associated seeds in trial and error bootstrapping runs.