Event TEMPREL extraction on TDD-man (distribution shift)
83.1Micro F1Faithful TEMPREL extractor (Ours)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Faithful TEMPREL extractor (Ours)Full Model=true2022.10 | 83.1 | 52.9 | 5.8 | |
| Faithful TEMPREL extractor (Ours) w/o TSTemperature Scaling=false2022.10 | 83.1 | 52.9 | 31 | |
| Faithful TEMPREL extractor (Ours) w/o CACounterfactual Analysis=false2022.10 | 83 | 52.7 | 6.4 | |
| Trong et al. (2022)2022.10 | 82.7 | 52.3 | 14.2 | |
| Mathur et al. (2021)2022.10 | 82.1 | 52.8 | 20.3 | |
| Faithful TEMPREL extractor (Ours) w/o TITense Information=false2022.10 | 79.5 | 66.4 | 21.9 | |
| Faithful TEMPREL extractor (Ours) w/o DPDirichlet Prior=false2022.10 | 79.3 | 50.5 | 14.5 |