Abstract
Image caption generation systems are typically evaluated against reference outputs. We show that it is possible to predict output quality without generating the captions, based on the probability assigned by the neural model to the reference captions. Such pre-gen metrics are strongly correlated to standard evaluation metrics.
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CITATION STYLE
Tanti, M., Gatt, A., & Muscat, A. (2019). Pre-gen metrics: Predicting caption quality metrics without generating captions. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11132 LNCS, pp. 114–123). Springer Verlag. https://doi.org/10.1007/978-3-030-11018-5_10
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