A relation-extraction pipeline trains a knowledge-base completion model on its own noisy output to re-rank candidate facts, claiming large accuracy gains that the evaluation setup does not support.
Classifying relations via long short term memory networks along shortest dependency paths
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Populating Web Scale Knowledge Graphs using Distantly Supervised Relation Extraction and Validation
A relation-extraction pipeline trains a knowledge-base completion model on its own noisy output to re-rank candidate facts, claiming large accuracy gains that the evaluation setup does not support.