2025
Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning
COLING 2025main
Large language models (LLMs) have demonstrated remarkable performance across a wide range of tasks. Advances in prompt engineering and fine-tuning techniques have further enhanced their ability to address complex reasoning challenges. However, these advanced capabilities are often exclusive to model…