1 code implementation • 17 Oct 2022 • Thomas Effland, Michael Collins
We present Expected Statistic Regularization (ESR), a novel regularization technique that utilizes low-order multi-task structural statistics to shape model distributions for semi-supervised learning on low-resource datasets.
1 code implementation • 16 Aug 2021 • Thomas Effland, Michael Collins
We study learning named entity recognizers in the presence of missing entity annotations.