The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators

Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava +1

Large pretrained models can be used as annotators, helping replace or augment crowdworkers and enabling distilling generalist models into smaller specialist models. Unfortunately,…