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Relationship Extraction Distant Supervised On

Metrics

P@10%
P@30%

Results

Performance results of various models on this benchmark

Paper TitleRepository
KGPOOL92.386.7KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
RECON87.574.1RECON: Relation Extraction using Knowledge Graph Context in a Graph Neural Network
CGRE84.571.5Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs
BGWA70.952.4Improving Distantly Supervised Relation Extraction using Word and Entity Based Attention
PCNN+ATT69.451.8--
PCNN61.346.5--
REDSandT--Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings
BiGRU+WLA+EWA--Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning-
BGRU-SET--Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning-
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