2021
Minimizing Annotation Effort via Max-Volume Spectral Sampling
EMNLP 2021finding
We address the annotation data bottleneck for sequence classification. Specifically we ask the question: if one has a budget of N annotations, which samples should we select for annotation? The solution we propose looks for diversity in the selected sample, by maximizing the amount of information th…