Zhongqi Li

Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware

2025 · arXiv (Cornell University)

Application Programming Interfaces (APIs) are crucial in modern software development. Large Language Models (LLMs) assist in automated code generation but often struggle with API hallucination, including invoking non-existent APIs and misusing existing ones in practical …