Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning

1 code implementation • 12 Jan 2024 • Kaiyi Zhang, Ang Lv, Yuhan Chen, Hansen Ha, Tao Xu, Rui Yan

In this paper, by treating in-context learning (ICL) as a meta-optimization process, we explain why LLMs are sensitive to the order of ICL examples.

In-Context Learning Zero-Shot Learning