Soft Query Answering on CN15k
16.61P ScoreSRC(D)
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SRC(D)debiasing=true2024.03 | 16.6 | 11.8 | -0.6 | 6.9 | 10.9 | 11.7 | 34.4 | 0.1 | 5.2 | 12.5 | 4.7 | 24.2 | 11.5 | 15.1 | 12.9 | 21.8 | |
| SRC(L)learning=true2024.03 | 15.8 | 11.8 | -0.4 | 2.4 | 11 | 12.4 | 32.3 | -0.8 | 3.6 | 11.1 | 1.1 | 22.8 | 10.3 | 13.7 | 12.6 | 21.1 | |
| SRC(D+L)debiasing=true, learning=true2024.03 | 15.6 | 13.4 | -0.3 | 5.2 | 11.2 | 13.5 | 36.8 | -0.4 | 8.2 | 12.2 | 4.8 | 28.2 | 12.4 | 16.2 | 13.7 | 23.2 | |
| SRC2024.03 | 15 | 2.4 | 0 | 2.1 | 10.7 | 9.2 | 25.5 | -2 | -9 | 7.9 | -4.4 | 13 | 5.9 | 8.9 | 9.2 | 15.5 | |
| LogicE+NEextensions=number embedding (NE)2024.03 | 9.1 | -1.5 | 4.8 | 6 | 18.3 | 5.1 | -14.1 | 3.5 | -2.4 | 6.4 | -0.9 | 9.6 | 4.8 | 5.8 | 7 | 11.2 | |
| ConE+NEextensions=number embedding (NE)2024.03 | 5.3 | 4.3 | 3.5 | 6.3 | 18.4 | 6.9 | 20.5 | 2.9 | 1.8 | 10.4 | 1.7 | 14.9 | 8.1 | 10 | 7.7 | 13.2 |