L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Efficient Reasoning

When More is Less: Understanding Chain-of-Thought Length in LLMs

Efficient Long CoT Reasoning in Small Language Models

ACL2025 SLM

FoodSeg