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Week Literature Reading Report

2020/06/08-2020/06/12 week 1

Paper 1

Tensor Fusion Network for Multimodal Sentiment Analysis

Issues that need resolving

Multimodal fusion and representation

Key insight

This paper use three-fold Cartesian product to fusion three modalities, which is called Tensor Fusion Network. This 3D tensor contains unimodal, bimodal and trimodal dynamics. Then put this tensor to a fully connected deep neural network to do prediction. Tensor not only can keep intra-modality information, but also learns inter-modality information.

The net structure

Dataset and experiment res

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