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- # Visual semantic with BERT-CNN
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  This model can be used to assign an object-to-caption semantic relatedness score, which is valuable for (1) caption diverse re-ranking (this work),
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  and (2) (as an application) generating soft labels for filtering image-to-caption when scraping text-to-captions from the internet (e,g., Instagram).
 
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+ # Visual Semantic with BERT-CNN
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  This model can be used to assign an object-to-caption semantic relatedness score, which is valuable for (1) caption diverse re-ranking (this work),
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  and (2) (as an application) generating soft labels for filtering image-to-caption when scraping text-to-captions from the internet (e,g., Instagram).