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

Nguyen, Ngoc-Hieu et al.
arXiv (All) · Papers
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machine-learning
Recent progress in large language models has led to the emergence of reasoning models, which have shown strong performance on complex tasks through specialized fine-tuning procedures. While these methods reliably improve pass@1 accuracy, prior works have observed that they show a coverage shrinkage
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