Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning

H Liu, W Wang, H Sun, CX Tian, C Kong… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated impressive in-context learning (ICL)
capabilities from few-shot demonstration exemplars. While recent learning-based …