Joint Entity and Relation Extraction on WebNLG last word annotation (test)
0.934PrecisionCasRel
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CasRelBackbone=BERT2020.10 | 0.934 | 0.901 | 0.918 | |
| TPLinkerBackbone=BERT2020.10 | 0.918 | 0.92 | 0.919 | |
| TPLinkerBackbone=BiLSTM2020.10 | 0.908 | 0.903 | 0.905 | |
| CasRelBackbone=BiLSTM2020.10 | 0.869 | 0.806 | 0.837 | |
| ETL-Span2020.10 | 0.84 | 0.915 | 0.876 | |
| OrderCopyRE2020.10 | 0.633 | 0.599 | 0.616 | |
| GraphRel2020.10 | 0.447 | 0.411 | 0.429 | |
| CopyRE2020.10 | 0.377 | 0.364 | 0.371 |