Relation Extraction on NYT10 570K non-filtered (test)
45.52AUCVAE-DSRE (KB prior)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAE-DSRE (KB prior)Encoder=BiLSTM2021.04 | 45.52 | 81 | 77.5 | 73.6 | |
| VAE-DSRE (standard Gaussian prior)Encoder=BiLSTM2021.04 | 44.64 | 80 | 76 | 75.6 | |
| VAE-DSRE (Baseline)Encoder=BiLSTM2021.04 | 43.59 | 84 | 77 | 75.3 | |
| INTRA-INTER BAGEncoder=PCNN2021.04 | 42.7 | 91.8 | 84 | 78.7 | |
| RESIDEEncoder=BiGRU2021.04 | 41.6 | 84 | 78.5 | 75.6 | |
| JOINT NREEncoder=CNN2021.04 | 40.15 | 75.8 | — | 68 | |
| PCNN-ATTEncoder=PCNN2021.04 | 36.25 | 76 | 72.5 | 64 |