An ontology-based method for an efficient acquisition of relation extraction training and testing examples
A Pohl�- International Joint Conferences on Security and�…, 2011 - Springer
International Joint Conferences on Security and Intelligent Information Systems, 2011•Springer
In this paper, we describe an ontology-based method of selection of test examples for
relation extraction, as well as a method of their validation apt to be carried out by ordinary
language-speakers. The results will be used to validate performance of various relation
extraction algorithms. In performed tests we utilize the ResearchCyc ontology and
demonstrate the method's performance in gathering examples from Polish texts.
relation extraction, as well as a method of their validation apt to be carried out by ordinary
language-speakers. The results will be used to validate performance of various relation
extraction algorithms. In performed tests we utilize the ResearchCyc ontology and
demonstrate the method's performance in gathering examples from Polish texts.
Abstract
In this paper, we describe an ontology-based method of selection of test examples for relation extraction, as well as a method of their validation apt to be carried out by ordinary language-speakers. The results will be used to validate performance of various relation extraction algorithms. In performed tests we utilize the ResearchCyc ontology and demonstrate the method’s performance in gathering examples from Polish texts.
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