As noted by recent studies (Mason and Charniak, 2013;Kuznetsova et al., 2013;Jamieson et al., 2010), naturally existing image captions often include contextual information that does not directly describe visual content, which ultimately hinders their usefulness for describing other images.
to improve the fidelity of the generated descriptions, we explore image caption generalization as an  optional pre-processing step.