Author

Lena Trigg

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Preprint Aug 2026

Refining Over Resampling: Test-Time Self-Correction for LLM Reasoning

Results show that test-time compute can be more effective when used to refine sampled trajectories rather than only to sample more candidates or rely on verifier-guided selection.

Ahsan Bilal, Muhammad Ahmed Mohsin, Muhammad Umer et al. · 0 citations