Deep-HOSeq: Deep Higher Order Sequence Fusion for Multimodal Sentiment Analysis

Sunny Verma
Sunny Verma
Jiwei Wang
Jiwei Wang
Zhefeng Ge
Zhefeng Ge
Rujia Shen
Rujia Shen
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Abstract:

Multimodal sentiment analysis utilizes multiple heterogeneous modalities for sentiment classification. The recent multimodal fusion schemes customize LSTMs to discover intra-modal dynamics and design sophisticated attention mechanisms to discover the inter-modal dynamics from multimodal sequences. Although powerful, these schemes comple...More

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