Leveraging Large-Scale Automatic Metaphor Identification to Verify Claims About Metaphor Usage

Direct objects of verbs used as metaphors tend to have lower degrees of concreteness, imageability, and familiarity, and metaphors are more likely to be used in emotional and subjective sentences.