Naturally occurring coherent texts, by their nature, contain many instances of related pairs of words (Halliday and Hasan 1976;Morris and Hirst 1991;Hoey 1991;Morris and Hirst 2004).
they implicitly contain human judgments of relatedness that we could use in the evaluation of our relatedness measures.