Entity Recognition on ADE 10-fold cross-validation
0.8711F1 ScoreRelation-Metric Network
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Relation-Metric NetworkAvg. Epoch Train Time=134 sec, Avg. Test Time=4.5 sec2019.05 | 0.8711 | 0.8616 | 0.8808 | |
| Multihead with AT (Replicated)Avg. Epoch Train Time=1567 sec, Avg. Test Time=40 sec, Protocol=Replicated under same hardware and 10-fold splits2019.05 | 0.8695 | 0.8576 | 0.8817 | |
| Multihead with ATReference=Bekoulis et al. 2018a2019.05 | 0.8673 | — | — | |
| MultiheadReference=Bekoulis et al. 2018b2019.05 | 0.864 | 0.8472 | 0.8816 | |
| Neural Joint ModelReference=Li et al. 20172019.05 | 0.846 | 0.827 | 0.867 | |
| Neural Joint ModelReference=Li et al. 20162019.05 | 0.795 | 0.795 | 0.796 |