MM-StanceDet is a retrieval-augmented multi-agent system with debate and self-reflection stages that outperforms prior methods for detecting support, opposition, or neutrality in multimodal social media content across five datasets.
Your output format should be: Stance: [Favor|Neutral|Against] Justification: [Your detailed reasoning]
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MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection
MM-StanceDet is a retrieval-augmented multi-agent system with debate and self-reflection stages that outperforms prior methods for detecting support, opposition, or neutrality in multimodal social media content across five datasets.