A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness

Wang, Fali, Zhang, Zhiwei, Zhang, Xianren · ACM Transactions on Intelligent Systems and Technology · 2025