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  • Ramakrishna Vedantam, C. Lawrence Zitnic...
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    Jun 2nd, 2015
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    preprint
    Ramakrishna Vedantam, C. Lawrence Zitnic...
    Jun 2nd, 2015

    Automatically describing an image with a sentence is a long-standing challenge in computer vision and natural language processing. Due to recent progress in object detection, attribute classification, action recognition, etc., there is renewed interest in this area. However, evaluating the quality of descriptions has proven to be challenging. We propose a novel paradigm for evaluating image descriptions that uses human consensus. This paradigm consists of three main parts: a new...

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