Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models

Carlos Aguirre, Kuleen Sasse, Isabel Cachola +1

Recently, work in NLP has shifted to few-shot (in-context) learning, with large language models (LLMs) performing well across a range of tasks. However, while fairness evaluations…