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Shandong University
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Prefix Retention Optimization boosts target identifier retention in multimodal generative retrieval, closing the critical indexing-decoding gap.
Achieving new state-of-the-art scores in deep research benchmarks, DuMate-DeepResearch redefines the capabilities of multi-agent systems in tackling complex research tasks.