Coreference for learning to extract relations: yes, Virginia, coreference matters

ACL (Short Papers), pp. 288-293, 2011.

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Keywords:
substantial supervised relation trainingprecision increaseerrorful machine coreferencecoreference matteralternative wayMore(5+)

Abstract:

As an alternative to requiring substantial supervised relation training data, many have explored bootstrapping relation extraction from a few seed examples. Most techniques assume that the examples are based on easily spotted anchors, e.g., names or dates. Sentences in a corpus which contain the anchors are then used to induce alternative...More

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