Automated Few-shot Classification with Instruction-Finetuned Language Models

Rami Aly, Xingjian Shi, Kaixiang Lin +2

A particularly successful class of approaches for few-shot learning combines language models with prompts -- hand-crafted task descriptions that complement data samples. However, d…