Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning

Korel Gundem, Juncheng Dong, Dennis Zhang +2

In-Context Learning (ICL) allows Large Language Models (LLMs) to adapt to new tasks with just a few examples, but their predictions often suffer from systematic biases, leading to…