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Shu-Kai Zheng

2 accepted papers

2023

Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition

ACL 2023long

Multi-modal emotion recognition has gained increasing attention in recent years due to its widespread applications and the advances in multi-modal learning approaches. However, previous studies primarily focus on developing models that exploit the unification of multiple modalities. In this paper, w…

2022

Hierarchical and Multi-View Dependency Modelling Network for Conversational Emotion Recognition

ICASSP 2022accepted

This paper proposes a new model, called hierarchical and multi-view dependency modelling network (HMVDM), for the task of emotion recognition in conversations (ERC). The modelling of conversational context plays an important role in ERC, especially for the multi-turn and multi-speaker conversations…

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