STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning

1 code implementation • 21 Feb 2024 • Nathan Beck, Adithya Iyer, Rishabh Iyer

As supervised fine-tuning of pre-trained models within NLP applications increases in popularity, larger corpora of annotated data are required, especially with increasing parameter counts in large language models.

Active Learning text-classification +1