OpenCodePapers

nested-mention-recognition-on-ace-2005

Nested Mention Recognition
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PaperCodeF1ModelNameReleaseDate
BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge85.46BoningKnife2021-07-20
Nested Named Entity Recognition via Second-best Sequence Learning and Decoding✓ Link84.34Second-best learning and decoding2019-09-05
Neural Architectures for Nested NER through Linearization✓ Link84.33seq2seq+BERT+Flair2019-08-19
Merge and Label: A novel neural network architecture for nested NER✓ Link82.4Merge and Label2019-06-30
Multi-Grained Named Entity Recognition✓ Link78.2MGNER2019-06-20
Bipartite Flat-Graph Network for Nested Named Entity Recognition✓ Link75.1BiFlaG2020-05-01
Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks✓ Link74.9Anchor-Region Networks2019-06-10
Neural Segmental Hypergraphs for Overlapping Mention Recognition✓ Link74.5Neural segmental hypergraphs2018-10-03
A Neural Transition-based Model for Nested Mention Recognition✓ Link73.0Neural transition-based model2018-10-03
A Neural Layered Model for Nested Named Entity Recognition✓ Link72.2Neural layered model2018-06-01
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