Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation
Anh-Quang Duong,
Ngoc-Huynh Ho,
Sudarshan Pant
et al.
Abstract:This work addresses Emotion Recognition in Conversation (ERC), a task with substantial implications for the classification of the underlying emotions in spoken encounters. Our focus is on utilizing a fully connected directed acyclic graph to represent conversations, presenting inter-locutor and intra-locutor ties to capture intricate relationships. Therefore, we propose a novel methodology, Residual Relation-Aware Attention (RRAA) with Positional Encoding, enhancing speaker relations' contexts for improved emo… Show more
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