Relation Extraction on WIKIDISTANT (test)
30.59AUCVAE-DSRE (Gaussian prior)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAE-DSRE (Gaussian prior)training_subset=full, prior=N(0, I)2021.04 | 30.59 | 96 | 93.5 | 89.3 | |
| VAE-DSRE (KB prior)training_subset=full, prior=N(mu_KB, I)2021.04 | 29.54 | 92 | 89 | 90 | |
| Baselinetraining_subset=full2021.04 | 28.54 | 94 | 93 | 88.3 | |
| VAE-DSRE (KB prior)training_subset=w/o non KB-prior pairs, prior=N(mu_KB, I)2021.04 | 28.38 | 94 | 95 | 89.3 | |
| VAE-DSRE (Gaussian prior)training_subset=w/o non KB-prior pairs, prior=N(0, I)2021.04 | 27.46 | 90 | 88 | 84.6 | |
| Baselinetraining_subset=w/o non KB-prior pairs2021.04 | 26.16 | 88 | 85 | 82.6 | |
| PCNN-ATTtraining_subset=full2021.04 | 22.2 | — | — | — |