Nested Named Entity Recognition On Nne
Metrics
Micro F1
Results
Performance results of various models on this benchmark
Model Name | Micro F1 | Paper Title | Repository |
|---|---|---|---|
| Neural Segmental Hypergraphs | 91.4 | Neural Segmental Hypergraphs for Overlapping Mention Recognition | - |
| BoningKnife | 94.24 | BoningKnife: Joint Entity Mention Detection and Typing for Nested NER via prior Boundary Knowledge | - |
| Second-best learning and decoding | 93.19 | Nested Named Entity Recognition via Second-best Sequence Learning and Decoding | - |
| Pyramid | 94.68 | Pyramid: A Layered Model for Nested Named Entity Recognition | |
| Neural Transition-based Model | 73.6 | A Neural Transition-based Model for Nested Mention Recognition | - |
| PIQN | 94.04 | Parallel Instance Query Network for Named Entity Recognition | - |
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