Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation

• Main Authors: Ma, Yingwei, Yu, Yue, Li, Shanshan, Jiang, Yu, Guo, Yong, Zhang, Yuanliang, Xie, Yutao, Liao, Xiangke
• Format: Journal Article
• Language: English
• Published: 16.10.2023
• Subjects: Computer Science - Computation and Language

Large language models (LLMs) have showcased remarkable prowess in code generation. However, automated code generation is still challenging since it requires a high-level semantic mapping between natural language requirements and codes. Most existing LLMs-based approaches for code generation rely on...