Extracting Emotion-Cause Pairs from Multimodal Conversations: A Robust Multi-Stage Framework
A multi-stage framework is proposed to effectively extract emotion-cause pairs from multimodal conversational data, achieving state-of-the-art performance on the SemEval-2024 Task 3 competition.