Learn to Select: Exploring Label Distribution Divergence for In-Context Demonstration Selection in Text Classification

Ye Jiang, Taihang Wang, Youzheng Liu +3

In-context learning (ICL) for text classification, which uses a few input-label demonstrations to describe a task, has demonstrated impressive performance on large language models…