Reason What Matters: Retrieval-Grounded Reasoning for Universal Multimodal Embeddings
This work introduces Retrieval-Aware Self-Distillation (RASD), which extracts privileged guidance from input-supported facts and evidence distinguishing the positive from hard negatives, and Retrieval-Adaptive Inference (RAI), which learns a retrieval-aware stopping criterion from prefix-level retrieval feedback.
Ming-Zhou Jiang, Pei-Xi Wu, Hang Cheng et al.
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