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New AI framework enhances emotion analysis - EurekAlert


Social media enthusiasts tend to spice up their text posts with emojis, images, audio, or video to attract more attention. Simple as it is, this technique makes scientific sense: multimodal information is found to be more effective in conveying emotions, as different modalities interact and enhance one another. To advance the understanding of these interactions and improve the analysis of emotions expressed through modality combinations, a Chinese research team introduced a novel two-stage framework using two stacked layers of transformers, which are state-of-the-art AI models for multimodal sentiment analysis. This study was published May 24 in Intelligent Computing, a Science Partner Journal.

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