The “without emotion and emojis” version exhibited the largest performance gap (t = −16.82, p < 0.00001), indicating an extremely significant difference and highlighting the importance of integrating both sentiment and emoji-related features.
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Emoji-Driven Sentiment Analysis for Social Bot Detection with Relational Graph Convolutional Networks.
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