Avoiding Overthinking and Underthinking: Curriculum-Aware Budget Scheduling for LLMs
arXiv:2604.19780v1 Announce Type: new
Abstract: Scaling test-time compute via extended reasoning has become a key paradigm for improving the capabilities of large language models (LLMs). However, existing approaches optimize reasoning under fixed or u…