Named Entity Recognition (NER) on NNE
Metric: Micro F1 (higher is better)
Metric: Micro F1 (higher is better)
| # | Model↕ | Micro F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Pyramid | 94.68 | No | - | - | Code |
| 2 | BoningKnife | 94.24 | No | BoningKnife: Joint Entity Mention Detection and ... | 2021-07-20 | - |
| 3 | PIQN | 94.04 | No | Parallel Instance Query Network for Named Entity... | 2022-03-20 | Code |
| 4 | Second-best learning and decoding | 93.19 | No | Nested Named Entity Recognition via Second-best ... | 2019-09-05 | Code |
| 5 | Neural Segmental Hypergraphs | 91.4 | No | Neural Segmental Hypergraphs for Overlapping Men... | 2018-10-03 | Code |
| 6 | Neural Transition-based Model | 73.6 | No | A Neural Transition-based Model for Nested Menti... | 2018-10-03 | Code |