Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions

Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye +3

Labeling social-media data for custom dimensions of toxicity and social bias is challenging and labor-intensive. Existing transfer and active learning approaches meant to reduce an…