Meta-Learning Siamese Network for Few-Shot Text Classification

1 code implementation • 5 Feb 2023 • Chengcheng Han, Yuhe Wang, Yingnan Fu, Xiang Li, Minghui Qiu, Ming Gao, Aoying Zhou

Few-shot learning has been used to tackle the problem of label scarcity in text classification, of which meta-learning based methods have shown to be effective, such as the prototypical networks (PROTO).

Descriptive Few-Shot Learning +2