<ul><li>Visual reasoning is a crucial aspect of artificial intelligence, and knowledge-adapted captions play a significant role in enhancing it.</li><li>By enriching image captions with external knowledge from knowledge graphs, machines can achieve better visual understanding.</li><li>Knowledge-adapted captions provide contextually rich descriptions that facilitate complex visual reasoning tasks.</li><li>Implementing knowledge-adapted captions requires expertise, but the potential benefits span various sectors and domains.</li></ul>

enhancing visual reasoning with knowledge-adapted captions

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