Learning Nested Named Entity Recognition from Flat Annotations

Igor Rozhkov, Natalia Loukachevitch

Nested named entity recognition identifies entities contained within other entities, but requires expensive multi-level annotation. While flat NER corpora exist abundantly, nested…