Best Resources to Learn & Understand Evaluating LLMs

Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to their unprecedented performance in various applications.

As LLMs continue to play a vital role in both research and daily use, their evaluation becomes increasingly critical, not only at the task level but also at the societal level for a better understanding of their potential risks. Over the past years, significant efforts have been made to examine LLMs from various perspectives.