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Micah Hodosh, Peter Young, Julia Hockenmaier. Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics. J. Artif. Intell. Res. (JAIR), 47:853-899, 2013. [doi]
Abstract is missing.