| named-entity-recognition-on-ace-2004 | Second-best learning and decoding | #4 | F1: 85.82Multi-Task Supervision: n |
| named-entity-recognition-on-ace-2005 | Second-best learning and decoding | #11 | F1: 84.34 |
| named-entity-recognition-on-genia | Second-best learning and decoding + BERT + Flair | #6 | F1: 77.36 |
| named-entity-recognition-on-genia | Second-best learning and decoding | #7 | F1: 77.19 |
| nested-mention-recognition-on-ace-2004 | Second-best learning and decoding | #2 | F1: 85.82 |
| nested-mention-recognition-on-ace-2005 | Second-best learning and decoding | #1 | F1: 84.34 |
| nested-named-entity-recognition-on-ace-2004 | Second-best learning and decoding + BERT + Flair | #17 | F1: 85.82 |
| nested-named-entity-recognition-on-ace-2004 | Second-best learning and decoding + BERT | #18 | F1: 84.97 |
| nested-named-entity-recognition-on-ace-2004 | Second-best learning and decoding | #21 | F1: 77.44 |
| nested-named-entity-recognition-on-ace-2005 | Second-best learning and decoding + BERT + Flair | #14 | F1: 84.34 |
| nested-named-entity-recognition-on-ace-2005 | Second-best learning and decoding + BERT | #16 | F1: 83.99 |
| nested-named-entity-recognition-on-ace-2005 | Second-best learning and decoding | #19 | F1: 76.83 |
| nested-named-entity-recognition-on-genia | Second-best learning and decoding + BERT + Flair | #18 | F1: 77.36 |
| nested-named-entity-recognition-on-genia | Second-best learning and decoding | #19 | F1: 77.19 |
| nested-named-entity-recognition-on-genia | Second-best learning and decoding + BERT | #20 | F1: 77.05 |
| nested-named-entity-recognition-on-nne | Second-best learning and decoding | #3 | Micro F1: 93.19 |