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"Is this an example image?" -- Predicting the Relative Abstractness Level of Image and Text [article]

Christian Otto and Sebastian Holzki and Ralph Ewerth
2019 arXiv   pre-print
In this paper, we present an approach to predict the (cross-modal) relative abstractness level of a given image-text pair, that is whether the image is an abstraction of the text or vice versa.  ...  For this purpose, we introduce a new metric that captures this specific relationship between image and text at the Abstractness Level (ABS).  ...  Moreover, we have proposed a deep learning architecture to automatically predict the relative, cross-modal abstractness level of image and text.  ... 
arXiv:1901.07878v1 fatcat:u66t6dpprjhlveto4tbqhb46ja