Estimating Large Language Model Capabilities without Labeled Test Data

Harvey Yiyun Fu, Qinyuan Ye, Albert Xu +2

Large Language Models (LLMs) have the impressive ability to perform in-context learning (ICL) from only a few examples, but the success of ICL varies widely from task to task. Thus…