Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models

Jean Kaddour, Qi Liu

The in-context learning ability of large language models (LLMs) enables them to generalize to novel downstream tasks with relatively few labeled examples. However, they require eno…