AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models

Feng Luo, Yu-Neng Chuang, Guanchu Wang +8

Reasoning-capable large language models (LLMs) achieve strong performance on complex tasks but often exhibit overthinking after distillation, generating unnecessarily long chain-of…