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20242026
most citedEnhancing LLM Character-Level Manipulation via Divide and Conquer

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cs.LG2026

TRACE: Trajectory Selection for Parallel Scaling of Search Agents

Qisheng Zhou, Zhen Xiong, Qiaoyu Tan

Parallel search may generate a correct answer that final-answer voting fails to select. We formulate this consolidation stage as trajectory selection and introduce TRACE (Trajector…