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

no code implementations • 21 Nov 2022 • Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar

Finally, we find that not all transfer scenarios yield a positive gain, which seems related to the PLMs initial performance on the target-domain task.

Active Learning Transfer Learning