HF Daily Papers
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Know When to Stop: Segment-Level Credit Assignment for Reducing Overthinking
Reasoning language models frequently overthink: generating extended chains of behaviors such as hedging, approach abandonment, and self contradiction that consume tokens without improving answers. We show that these behaviors are not merely a consequence of length; even when controlling for response