Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora

meeting of the association for computational linguistics, pp. 358-363, 2018.

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Methods for unsupervised hypernym detection may broadly be categorized according to two paradigms: pattern-based and distributional methods. In this paper, we study the performance of both approaches on several hypernymy tasks and find that simple pattern-based methods consistently outperform distributional methods on common benchmark dat...更多

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