Low-Resource Named Entity Recognition with Cross-Lingual, Character-Level Neural Conditional Random Fields

Ryan Cotterell, Kevin Duh

Low-resource named entity recognition is still an open problem in NLP. Most state-of-the-art systems require tens of thousands of annotated sentences in order to obtain high perfor…