Relation Extraction: Hypernymy Discovery Using a Novel Pattern Learning Algorithm

This paper proposes a semi-supervised relation extraction methodology to extract hypernymy (Is-A) relations. We developed a pattern learning-based model based on a "most reliable pattern". After each iteration, the algorithm generates trusted instances of hypernym–hyponym pairs using only...

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