Soft Query Answering on O*NET20k
721PSRC
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SRC2024.03 | 72 | 54.9 | 68.6 | 67.6 | 67.3 | 36.9 | 76 | 59.2 | 47.6 | 29.1 | 48.9 | 52.4 | 57.3 | 65.3 | 27.1 | 41.3 | |
| SRC(D)debiasing=true2024.03 | 71.7 | 55.2 | 74.3 | 67.7 | 70.9 | 49.3 | 80.1 | 65 | 52.7 | 44.7 | 48.9 | 55.4 | 61.8 | 70.2 | 26.6 | 41.5 | |
| SRC(D+L)debiasing=true, learning=true2024.03 | 71.7 | 55.6 | 74.3 | 67.5 | 71 | 49.7 | 80.2 | 65 | 52.9 | 45.2 | 49.2 | 55.9 | 61.9 | 70.5 | 26.7 | 41.7 | |
| SRC(L)learning=true2024.03 | 71.6 | 56.7 | 69.8 | 66.8 | 68.4 | 38.2 | 77.6 | 59.9 | 51.3 | 32.1 | 49.8 | 55.4 | 58.7 | 66.5 | 27.6 | 41.8 | |
| ConE+NEextensions=number embedding (NE)2024.03 | 30.8 | 41.9 | 57 | 21.8 | 46 | 37.7 | 49.7 | 48 | 22.7 | 21.7 | 14.2 | 53.1 | 36.8 | 47.2 | 27.5 | 38.7 | |
| LogicE+NEextensions=number embedding (NE)2024.03 | 6.3 | 9.5 | 43.5 | 3.9 | 36.6 | 9.7 | 15.3 | 8.3 | 11.1 | 8.8 | 3.8 | -9.8 | 13.8 | 18.5 | 3.5 | 6.4 |