Zhentao Qin

ExploraCoder: Advancing code generation for multiple unseen APIs via planning and chained exploration

2024 · arXiv (Cornell University)

Large language models face intrinsic limitations in coding with APIs that are unseen in their training corpora. As libraries continuously evolve, it becomes impractical to exhaustively retrain LLMs with new API knowledge. This limitation hampers …