Haley Lepe

Synthetic Programming Elicitation for Text-to-Code in Very Low-Resource Programming and Formal Languages

Recent advances in large language models (LLMs) for code applications have demonstrated remarkable zero-shot fluency and instruction following on challenging code related tasks ranging from test case generation to self-repair. Unsurprisingly, however, models struggle to compose syntactically valid p…