AtmosERC: Modeling Dialogue-Level Affective Atmosphere for Emotion Recognition in Conversation

arXiv:2607.26726 · cs.CL · Submitted 2026-07-29 · Read on arXiv

cs.CL

Submitted: 2026-07-29

Updated: 2026-10-13

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Emotion Recognition in Conversation — 2× in this paper
• Benchmark — 1× in this paper · explained in 2 episodes
• Heterogeneous Graph — 1× in this paper · explained in 2 episodes

Sources

• EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTa
• InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models
• AffectGPT-R1: Leveraging Reinforcement Learning for Open-Vocabulary Multimodal Emotion Recognition
• RoBERTa: A Robustly Optimized BERT Pretraining Approach
• Revisiting Graph Neural Networks: All We Have is Low-Pass Filters
• Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey

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