Israel Fianyi

Unsupervised Multidomain Approaches to Named Entity Recognition with Small Datasets

This study applies an unsupervised pre-training approach to precondition and identify entities without annotated datasets, then applies transfer learning models to different simulated limited datasets for a named entity recognition task.