Papers by Yasuhito Osugi
Word-Aware Modality Stimulation for Multimodal Fusion (2024.lrec-main)
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| Challenge: | Multimodal learning is expected to make more accurate predictions than text-only analysis. |
| Approach: | They propose a method for fusing multimodal inputs with text-based fusion methods . they propose fusion that integrates non-verbal modalities with text . |
| Outcome: | The proposed method improves sentiment prediction by using non-verbal modalities with text . the proposed method is unsuitable for applying attention to text modality in the fusion phase . |