Papers with image caption generation systems
Geo-Aware Image Caption Generation (2020.coling-main)
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| Challenge: | Standard image caption generation systems do not take contextual information or world knowledge into account. |
| Approach: | They propose to build an image-specific representation of the geographic context and adapt the caption generation network to produce appropriate geographic names in the image descriptions. |
| Outcome: | The proposed system achieves significant improvements on a dataset that contains contextualized captions and geographic metadata and improves BLEU, ROUGE, METEOR and CIDEr scores. |