Relation Extraction on ACE 2005 (351/80/80)
68.9PrecisionLi and Ji
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Li and JiModel=Li and Ji 20142018.11 | 68.9 | 41.9 | 52.1 | |
| Hierarchical Multi-task ModelSetup=(G), Model=EMD + RE2018.11 | 68.66 | 54.05 | 60.49 | |
| Hierarchical Multi-task ModelSetup=(A), Model=Full Model2018.11 | 68.53 | 54.48 | 61.3 | |
| Hierarchical Multi-task ModelSetup=(I), Model=NER + EMD + RE2018.11 | 65.57 | 55.62 | 60.18 | |
| Hierarchical Multi-task ModelSetup=(L), Model=EMD + NER + RE + CR2018.11 | 63.32 | 55.54 | 59.17 | |
| Hierarchical Multi-task ModelSetup=(D), Model=RE2018.11 | 60.47 | 52.14 | 55.99 | |
| Katiyar and CardieModel=Katiyar and Cardie 20172018.11 | 57.9 | 54 | 55.9 | |
| Miwa and BansalModel=Miwa and Bansal 20162018.11 | 57.2 | 54 | 55.6 |