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

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…