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cs.CL2020
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction
Pengshuai Li, Xinsong Zhang, Weijia Jia +1
Distant supervision has been a widely used method for neural relation extraction for its convenience of automatically labeling datasets. However, existing works on distantly superv…
cs.CL2018★ 9 cited
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning
Tianyi Liu, Xinsong Zhang, Wanhao Zhou +1
Extracting relations is critical for knowledge base completion and construction in which distant supervised methods are widely used to extract relational facts automatically with t…