Nested Named Entity Recognition On Ace 2005
Metrics
F1
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | F1 |
|---|---|
| boundary-smoothing-for-named-entity-1 | 87.15 |
| neural-segmental-hypergraphs-for-overlapping | 74.5 |
| a-unified-generative-framework-for-various | 84.74 |
| parallel-instance-query-network-for-named | 87.42 |
| unified-named-entity-recognition-as-word-word | 86.79 |
| neural-architectures-for-nested-ner-through-1 | 84.33 |
| bipartite-flat-graph-network-for-nested-named | 75.1 |
| a-sequence-to-set-network-for-nested-named | 87.05 |
| merge-and-label-a-novel-neural-network | 82.4 |
| nested-named-entity-recognition-via | 84.93 |
| sequence-to-nuggets-nested-entity-mention | 75.9 |
| nested-named-entity-recognition-with | 85.4 |
| fusing-heterogeneous-factors-with-triaffine | 88.83 |
| optimizing-bi-encoder-for-named-entity | 89.5 |
| to-be-continuous-or-to-be-discrete-those-are | 85.90 |
| a-neural-transition-based-model-for-nested | 73.0 |
| boningknife-joint-entity-mention-detection | 85.46 |
| fusing-heterogeneous-factors-with-triaffine | 86.82 |
| a-neural-layered-model-for-nested-named | 72.2 |
| an-embarrassingly-easy-but-strong-baseline | 87.42 |
| nested-named-entity-recognition-via-second | 84.34 |
| nested-named-entity-recognition-via-second | 76.83 |
| nested-named-entity-recognition-via-second | 83.99 |
| locate-and-label-a-two-stage-identifier-for | 86.67 |
| multi-grained-named-entity-recognition | 78.2 |