Comprehensive Benchmarking of Entropy and Margin Based Scoring Metrics for Data Selection

Anusha Sabbineni, Nikhil Anand, Maria Minakova

While data selection methods have been studied extensively in active learning, data pruning, and data augmentation settings, there is little evidence for the efficacy of these meth…