| named-entity-recognition-on-ace-2004 | Neural segmental hypergraphs | #7 | F1: 75.1Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | Neural segmental hypergraphs | #17 | F1: 74.5 |
| named-entity-recognition-on-genia | Neural segmental hypergraphs | #9 | F1: 75.1 |
| nested-mention-recognition-on-ace-2004 | Neural segmental hypergraphs | #5 | F1: 75.1 |
| nested-mention-recognition-on-ace-2005 | Neural segmental hypergraphs | #7 | F1: 74.5 |
| nested-named-entity-recognition-on-ace-2004 | Neural segmental hypergraphs | #22 | F1: 75.1 |
| nested-named-entity-recognition-on-ace-2005 | Neural segmental hypergraphs | #22 | F1: 74.5 |
| nested-named-entity-recognition-on-genia | Neural segmental hypergraphs | #22 | F1: 75.1 |
| nested-named-entity-recognition-on-nne | Neural Segmental Hypergraphs | #4 | Micro F1: 91.4 |