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N. Nguyen

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#machine learning May 2026

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

This paper investigates the cause of reasoning shrinkage under SFT-based post-training and identifies data-centric factors as a key driver of shrinkage in reasoning models and highlights diversity-aware designs as an effective lever for controlling it.

N. Nguyen, P. Shojaee, Phuc Minh Nguyen et al. · 1 citation

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