Uncertainty Quantification for LLM-based Code Generation

Senrong Xu, Yuhao Tan, Yanke Zhou +6

Prediction sets provide a theoretically grounded framework for quantifying uncertainty in machine learning models. Adapting them to structured generation tasks, in particular, larg…