Lysa Xiao

Extremely Weakly-supervised Text Classification with Wordsets Mining and Sync-Denoising

Extremely weakly-supervised text classification aims to classify texts without any labeled data, but only relying on class names as supervision. Existing works include prompt-based and seed-based methods. Prompt-based methods prompt language model with instructions, while seed-based methods generate…