Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning

Yuchen Yang, Houqiang Li, Yanfeng Wang +1

In recent years, large-scale language models (LLMs) have gained attention for their impressive text generation capabilities. However, these models often face the challenge of "hall…