Efficient Few-Shot Learning Without Prompts

Lewis Tunstall, Nils Reimers, Unso Eun Seo Jo +4

Recent few-shot methods, such as parameter-efficient fine-tuning (PEFT) and pattern exploiting training (PET), have achieved impressive results in label-scarce settings. However, t…