Zhenhua Tan

2 accepted papers

2025

ECERC: Evidence-Cause Attention Network for Multi-Modal Emotion Recognition in Conversation

ACL 2025long

Multi-modal Emotion Recognition in Conversation (MMERC) aims to identify speakers’ emotional states using multi-modal conversational data, significant for various domains. MMERC requires addressing emotional causes: contextual factors that influence emotions, alongside emotional evidence directly ex…

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2025

Multi-Relational Geometric Regularization Framework for Multi-Modal Emotion Recognition in Conversation

Tao Zhang, Zhenhua Tan

ICASSP 2025accepted

Existing studies on multi-modal emotion recognition in conversation (MMERC) mainly focus on multi-modal fusion and context modeling for emotion representation, facing limitations in uncovering the intrinsic structure of emotion-related data. The existing geometric consistency regularization (GCR) te…

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