Revisiting Sample Size Determination in Natural Language Understanding

1 code implementation • 1 Jul 2023 • Ernie Chang, Muhammad Hassan Rashid, Pin-Jie Lin, Changsheng Zhao, Vera Demberg, Yangyang Shi, Vikas Chandra

Knowing exactly how many data points need to be labeled to achieve a certain model performance is a hugely beneficial step towards reducing the overall budgets for annotation.

Active Learning Natural Language Understanding