2024
DOI: 10.14569/ijacsa.2024.01505112
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The Performance of a Temporal Multi-Modal Sentiment Analysis Model Based on Multitask Learning in Social Networks

Lin He,
Haili Lu

Abstract: When conducting sentiment analysis on social networks, facing the challenge of temporal and multi-modal data, it is necessary to enable the model to deeply mine and combine information from various modalities. Therefore, this study constructs an emotion analysis model based on multitask learning. This model utilizes a comprehensive framework of convolutional networks, bidirectional gated recurrent units, and multi head selfattention mechanisms to represent single modal temporal features in an innovative way, a… Show more

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