Author

Dinesh Manocha

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Preprint Aug 2026

ThinkRetrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling

ThinkRetrieve is proposed, a test-time scaling framework that augments the reasoning traces of LRMs with dynamically retrieved solved examples at each reasoning step, providing the model with guidance on how to reason rather than merely what facts are relevant.

Vaibhav Singh, Soumya Suvra Ghosal, Sarvesh Gharat et al. · 0 citations