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HiMul-LGG: A hierarchical decision fusion-based local–global graph neural network for multimodal emotion recognition in conversation
16 references·1 citing·42 second hop
HiMul-LGG: A hierarchical decision fusion-based local–global graph neural network for multimodal emotion recognition in conversation (2024)HiMul-LGG: A hierarchical decision fusion…Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap (2023)Dawn of the Transformer Era i…MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations (2022)MM-DFN: Multimodal Dynamic Fu…M2FNet: Multi-modal Fusion Network for Emotion Recognition in Conversation (2022)M2FNet: Multi-modal Fusion Ne…COGMEN: COntextualized GNN based Multimodal Emotion recognitioN (2022)COGMEN: COntextualized GNN ba…MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation (2021)MMGCN: Multimodal Fusion via …DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations (2021)DialogueCRN: Contextual Reaso…MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)MELD: A Multimodal Multi-Part…HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)HISTORIAE, History of Socio-C…DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation (2019)DialogueGCN: A Graph Convolut…A Taxonomy of Social Cues for Conversational Agents (2019)A Taxonomy of Social Cues for…Personalized machine learning for robot perception of affect and engagement in autism therapy (2018)Personalized machine learning…Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos (2018)Conversational Memory Network…Training deep networks for facial expression recognition with crowd-sourced label distribution (2016)Training deep networks for fa…Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Recognising realistic emotion…IEMOCAP: interactive emotional dyadic motion capture database (2008)IEMOCAP: interactive emotiona…Emotion and sociable humanoid robots (2003)Emotion and sociable humanoid…CIME: Contextual Interaction-Based Multimodal Emotion Analysis With Enhanced Semantic Information (2025)CIME: Contextual Interaction-…Cognitive representations of semantic categories. 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References

  • 2019HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case16,511 cited
  • 2008IEMOCAP: interactive emotional dyadic motion capture database3,864 cited
  • 2019MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations1,413 cited
  • 2003Emotion and sociable humanoid robots1,279 cited
  • 2016Training deep networks for facial expression recognition with crowd-sourced label distribution925 cited
  • 2019DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation763 cited
  • 2011Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge760 cited
  • 2019A Taxonomy of Social Cues for Conversational Agents574 cited
  • 2018Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos493 cited
  • 2023Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap410 cited
  • 2021MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation338 cited
  • 2018Personalized machine learning for robot perception of affect and engagement in autism therapy311 cited
  • 2022MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations267 cited
  • 2021DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations

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257 cited
  • 2022M2FNet: Multi-modal Fusion Network for Emotion Recognition in Conversation169 cited
  • 2022COGMEN: COntextualized GNN based Multimodal Emotion recognitioN160 cited
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    • 2025CIME: Contextual Interaction-Based Multimodal Emotion Analysis With Enhanced Semantic Information54 cited