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

arXiv:2609.15296v2 Announce Type: replace Abstract: Universal multimodal embedding (UME) maps multimodal inputs into a shared embedding space for diverse retrieval tasks. Recent methods improve embeddings through Chain-of-Thought (CoT) reasoning optimized with