Hypernym Detection Using Strict Partial Order Networks

23 Sep 2019Sarthak DashMd Faisal Mahbub ChowdhuryAlfio GliozzoNandana MihindukulasooriyaNicolas Rodolfo Fauceglia

This paper introduces Strict Partial Order Networks (SPON), a novel neural network architecture designed to enforce asymmetry and transitive properties as soft constraints. We apply it to induce hypernymy relations by training with is-a pairs... (read more)

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