Reason What Matters: Retrieval-Grounded Reasoning for Universal Multimodal Embeddings

Mingzhou Jiang, Peixi Wu, Hang Cheng +7

Universal multimodal embedding (UME) maps multimodal inputs into a shared embedding space for diverse retrieval tasks. Recent methods improve embeddings through Chain-of-Thought (C…