OpenCodePapers

relation-extraction-on-nyt-corpus

Relation Extraction
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PaperCodeP@10%P@30%ModelNameReleaseDate
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction✓ Link92.386.7KGPOOL2021-06-01
RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network✓ Link87.574.1RECON2020-09-18
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction✓ Link84.972.8HRERE2019-03-25
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors75.963.3DSRE-VAE2021-04-16
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information✓ Link73.659.5RESIDE2018-12-11
Neural Relation Extraction with Selective Attention over Instances✓ Link69.451.8PCNN+ATT2016-08-01
Multi-instance Multi-label Learning for Relation Extraction60.7MIML-RE2012-07-01