Narcissus: Program Synthesis Using Context-Aware LLM Approximations

Tilman Hinnerichs, Sebastijan Dumancic, Neil Yorke-Smith

Large language models (LLMs) excel at programming, but not when the task fixes the target language: prompted with a grammar rare in their training data, their programs usually brea…