Bootstrapping Distantly Supervised IE using Joint Learning and Small Well-structured Corpora
AAAI, pp. 3408-3414, 2017.
We propose a framework to improve performance of distantly-supervised relation extraction, by jointly learning to solve two related tasks: concept-instance extraction and relation extraction. We combine this with a novel use of document structure: in some small, well-structured corpora, sections can be identified that correspond to relati...More
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