Relation Extraction on NYT10 520K filtered (test)
42.89AUCVAE-DSRE (KB prior)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| VAE-DSRE (KB prior)Encoder=BiLSTM2021.04 | 42.89 | 83 | 75.5 | 73 | |
| DISTREEncoder=GPT-22021.04 | 42.2 | 68 | 67 | 65.3 | |
| VAE-DSRE (standard Gaussian prior)Encoder=BiLSTM2021.04 | 38.59 | 74 | 74.5 | 71.6 | |
| RESIDEEncoder=BiGRU2021.04 | 35.8 | 80 | 69 | 65.3 | |
| VAE-DSRE (Baseline)Encoder=BiLSTM2021.04 | 34.94 | 74 | 67.5 | 67 | |
| INTRA-INTER BAGEncoder=PCNN2021.04 | 34.41 | 82 | 74 | 69 | |
| PCNN-ATTEncoder=PCNN2021.04 | 32.66 | 71 | 67.5 | 62.6 | |
| JOINT NREEncoder=CNN2021.04 | 30.62 | 60 | 57 | 55.3 |