Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation

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Knowledge Triples

Source Entity	Relationship	Target Entity
Biomedical Domain Material	includes	Chemicals Material
Biomedical Domain Material	includes	Diseases OtherEntity
Biomedical Domain Material	includes	Genes OtherEntity
Deep Structured Model Method	appliesTo	Biomedical Domain Material
Deep Structured Model Method	outperforms	Multi Task Learning Method
Deep Structured Model Method	proposedFor	Named Entity Recognition Task