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The Hong Kong University of Science and Tchnology
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EviRank achieves state-of-the-art image re-ranking by transforming complex multimodal queries into structured evidence, outperforming traditional methods that often overlook critical constraints.
LedgerMind reveals that grounding multimodal reasoning in a structured evidence ledger can significantly mitigate common pitfalls like entity hallucination and unsupported reasoning.
