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Wei-Feng Lv

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#artificial intelligence Preprint Sep 2026

PrimeSeeker: Capability-Oriented Supervision for Deep Search Agents

Large language model search agents are often trained with synthetic questions whose difficulty is increased through larger evidence graphs, additional hops, and longer trajectories. These global properties, however, are only indirect proxies for the local retrieval capabilities required during search. To address this m...

Lin-Zhi Peng, Han-Ting Chen, Heng Chang et al. · 0 citations

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