Self-supervised utterance order prediction for emotion recognition in conversations

• Main Authors: Jiang, Dazhi, Liu, Hao, Tu, Geng, Wei, Runguo, Cambria, Erik
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Self-supervised learning; Utterance order prediction
• Online Access: https://hdl.handle.net/10356/175849
• Institution: Nanyang Technological University

As the order of the utterances in a conversation changes, the meaning of the utterance also changes, and sometimes, this will cause different semantics or emotions. However, the existing representation learning models do not pay close attention to capturing the internal semantic differences of utter...