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Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction
Then, we borrow the idea of Coulomb's Law from physics and introduce the concept of attractive force and repulsive force to this graph to learn correlation and mutual exclusion between relations.
Are Noisy Sentences Useless for Distant Supervised Relation Extraction?
Specifically, our model contains three modules: a sentence encoder, a noise detector and a label generator.
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