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Jinliang Ma

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Conference Jul 2026

A short text sentiment analysis method integrating BiGRU and additive attention

In the context of the digital economy, e-commerce and social media have generated massive amounts of short Chinese web texts, making the accurate extraction of sentiment information a critical requirement for market analysis and public opinion monitoring. Short texts are characterized by fragmented information expressi...

Yingying Cai, Jinliang Ma · 0 citations

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