Alison Gan

How Humans Communicate Programming Tasks in Natural Language and Implications For End-User Programming with LLMs

Large language models (LLMs) like GPT-4 can convert natural-language descriptions of a task into computer code, making them a promising interface for end-user programming. We undertake a systematic analysis of how people with and without programming experience describe information-processing tasks (IPTs) in natural la…