| joint-entity-and-relation-extraction-on | Ours: cross-sentence | #5 | Relation F1: 50.1Entity F1: 68.9RE+ Micro F1: 36.7… |
| named-entity-recognition-ner-on-scierc | Ours: cross-sentence | #4 | F1: 68.2 |
| named-entity-recognition-on-ace-2004 | Ours: cross-sentence ALB | #1 | F1: 90.3Multi-Task Supervision: y |
| named-entity-recognition-on-ace-2005 | Ours: cross-sentence ALB | #1 | F1: 90.9 |
| relation-extraction-on-ace-2004 | Ours: cross-sentence ALB | #3 | RE+ Micro F1: 62.2RE Micro F1: 66.1NER Micro F1: 90.3… |
| relation-extraction-on-ace-2005 | Ours: cross-sentence ALB | #5 | RE Micro F1: 69.4NER Micro F1: 90.9Sentence Encoder: ALBERT… |