Fast and Accurate Few-Shot Text Classification with Many Classes Using FastFit

FastFit, a novel method and Python package, provides fast and accurate few-shot text classification, especially for scenarios with many semantically similar classes, by integrating batch contrastive learning and token-level similarity score.