Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop

Katherine Bailey, Sunny Chopra

Most of the literature around text classification treats it as a supervised learning problem: given a corpus of labeled documents, train a classifier such that it can accurately pr…