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Xueqing Wu

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نسخة أولية وصول مفتوح

Planned Test-Time Scaling with Coordinated Reasoning Paths

Xueqing Wu, Langxing Bai, Hritik Bansal وآخرون · 2026

Test-time scaling with parallel branches is widely adopted to improve performance on challenging reasoning tasks. The predominant approach, repeated sampling, draws branches independently from a single policy, which can produce redundant attempts and thereby limit the gains from additional inference compute. To address …

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