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Author

Xiao-Li Huang

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Open access Sep 2026

Learner emotion classification in online English instruction based on multimodal analysis

The virtualized nature of online English instruction weakens affective interaction between teachers and learners. This study proposes a multimodal dialogue emotion recognition method based on a semantic-enhanced graph and develops an emotion classification framework optimized for the unique multimodal noise and implici...

Xiao-Li Huang, A. Cheema · 0 citations

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