UQLM provides a suite of response-level scorers for quantifying the uncertainty of Large Language Model (LLM) outputs. Each scorer returns a confidence score between 0 and 1, where higher scores ...

Abstract: Long-term time series forecasting holds significant practical value in various fields. However, time series data exhibit complex dynamic characteristics, including trends, seasonality, and ...

Abstract: In HPC systems, accurately predicting the running time of jobs is of great significance for optimizing resource scheduling, enhancing system performance and improving user experience.