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Why Do Reasoning Models Lose Coverage? The Role of Data and Forks in the Road

Hugging Face Daily Papers ↗ · 2026-05-16 Cached

This paper investigates why reasoning models lose coverage during supervised fine-tuning, linking the phenomenon to decision points in training data where multiple valid paths exist, and proposes data synthesis and diversity-aware decoding as mitigations.

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