Few Clean Instances Help Denoising Distant Supervision

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Knowledge Triples

Source Entity	Relationship	Target Entity
Distantly Supervised Relation Extraction Task	evaluates	NYT Dataset Material
Distantly Supervised Relation Extraction Task	evaluates	Synthetic Noisy Dataset Material
Distantly Supervised Relation Extraction Task	improves	Clean Dataset Material
Distantly Supervised Relation Extraction Task	uses	Noisy Data Material