Our starting point are the 5.1K labels in ImageNet (Deng et al., 2009) that occur at least 500 times in our English corpus and have concreteness score ≥5, according to Turney et al.
in practice, the accuracy in label retrieval with current mapping methods is still too low for practical uses.