most citedImproving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2022★ 2 cited

Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

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-…

cs.CL2021★ 1 cited

Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss

Thomas Effland, Michael Collins

We study learning named entity recognizers in the presence of missing entity annotations. We approach this setting as tagging with latent variables and propose a novel loss, the Ex…