| named-entity-recognition-on-ace-2004 | Neural transition-based model | #8 | F1: 73.3Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | Neural transition-based model | #18 | F1: 73.0 |
| named-entity-recognition-on-genia | Neural transition-based model | #13 | F1: 73.9 |
| nested-mention-recognition-on-ace-2004 | Neural transition-based model | #6 | F1: 73.1 |
| nested-mention-recognition-on-ace-2005 | Neural transition-based model | #8 | F1: 73.0 |
| nested-named-entity-recognition-on-ace-2004 | Neural transition-based model | #23 | F1: 73.3 |
| nested-named-entity-recognition-on-ace-2005 | neural transition-based model | #23 | F1: 73.0 |
| nested-named-entity-recognition-on-genia | Neural transition-based model | #26 | F1: 73.9 |
| nested-named-entity-recognition-on-nne | Neural Transition-based Model | #5 | Micro F1: 73.6 |