Event TEMPREL extraction on MATRES distribution shift
78.7Micro F1 ScoreFaithful TEMPREL extractor (Ours)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Faithful TEMPREL extractor (Ours)Full Model=true2022.10 | 78.7 | 54.7 | 4 | |
| Faithful TEMPREL extractor (Ours) w/o TSTemperature Scaling=false2022.10 | 78.7 | 54.7 | 15.8 | |
| Faithful TEMPREL extractor (Ours) w/o CACounterfactual Analysis=false2022.10 | 78.6 | 52.9 | 3.4 | |
| Trong et al. (2022)2022.10 | 77.9 | 52.7 | 15.4 | |
| Faithful TEMPREL extractor (Ours) w/o DPDirichlet Prior=false2022.10 | 77.5 | 52 | 12.9 | |
| Faithful TEMPREL extractor (Ours) w/o TITense Information=false2022.10 | 77.3 | 52.4 | 8.6 | |
| Mathur et al. (2021)2022.10 | 76.7 | 52.3 | 16.3 |