Paper | Code | P@10% | P@30% | ModelName | ReleaseDate |
---|---|---|---|---|---|
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | ✓ Link | 92.3 | 86.7 | KGPOOL | 2021-06-01 |
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network | ✓ Link | 87.5 | 74.1 | RECON | 2020-09-18 |
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction | ✓ Link | 84.9 | 72.8 | HRERE | 2019-03-25 |
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors | 75.9 | 63.3 | DSRE-VAE | 2021-04-16 | |
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information | ✓ Link | 73.6 | 59.5 | RESIDE | 2018-12-11 |
Neural Relation Extraction with Selective Attention over Instances | ✓ Link | 69.4 | 51.8 | PCNN+ATT | 2016-08-01 |
Multi-instance Multi-label Learning for Relation Extraction | 60.7 | MIML-RE | 2012-07-01 |