Learning New Tasks from a Few Examples with Soft-Label Prototypes

1 code implementation • 31 Oct 2022 • Avyav Kumar Singh, Ekaterina Shutova, Helen Yannakoudakis

Existing approaches to few-shot learning in NLP rely on large language models and fine-tuning of these to generalise on out-of-distribution data.

One-Shot Learning