Understanding in-context learning (ICL) capability that enables large language models
(LLMs) to excel in proficiency through demonstration examples is of utmost importance. This …

In-Context Learning (ICL) has significantly expanded the general-purpose nature of large
language models, allowing them to adapt to novel tasks using merely the inputted context …

We study the in-context learning dynamics of large language models (LLMs) using three
instrumental learning tasks adapted from cognitive psychology. We find that LLMs update …