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DECS_NRP_DETECTOR

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  # DECS NRP Detector
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- This repository contains the NRP (Next Reasoning Point) detector model used in the DECS algorithm, as presented in the paper [Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling](https://huggingface.co/papers/2509.25827).
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  The NRP detector is designed to determine whether a given reasoning chunk contains the ground truth signal, enabling surgically precise token-level rewards to reduce "overthinking" in reasoning models.
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  # DECS NRP Detector
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+ This repository contains the NRP (Necessary Reasoning Prefix) detector model used in the DECS algorithm, as presented in the paper [Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling](https://huggingface.co/papers/2509.25827).
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  The NRP detector is designed to determine whether a given reasoning chunk contains the ground truth signal, enabling surgically precise token-level rewards to reduce "overthinking" in reasoning models.
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