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Explore the groundbreaking impact of unimodal training on enhancing meme sentiment analysis, revolutionizing strategies in multimodal meme classifiers for improved performance. This study introduces a novel approach, using unimodal training to enhance multimodal meme sentiment classifiers, significantly improving performance and efficiency in meme sentiment analysis.