Zhezhen Cao

Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?

Data science (DS) programs, typically built on popular DS libraries (such as PyTorch and NumPy) with thousands of APIs, serve as the cornerstone for various mission-critical domains such as financial systems, autonomous driving software, and coding assistants. Recently, large language models (LLMs)…