Abstract: Existing image aesthetics assessment methods mainly rely on the visual features of images but ignore their rich semantics. Nowadays, with the widespread application of social media, the ...

Abstract: This in-depth review explores the synergistic relationship between syntax and semantics in rule-based translation, emphasizing their interplay in producing accurate and contextually ...

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Large-scale pre-training methods of learning cross-modal representations on image-text pairs are becoming popular for vision-language tasks. While existing methods simply concatenate image region ...