Explainable Multimodal Emotion Reasoning: A Novel Approach for Reliable and Open-set Emotion Recognition

Explainable Multimodal Emotion Reasoning (EMER) is a new task that goes beyond traditional emotion recognition by providing explanations for emotion predictions, leading to more reliable labels and enabling open-set emotion recognition.