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

Neural Information Processing Systems 

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

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