Aori Shimizu

Lexical Entailment with Hierarchy Representations by Deep Metric Learning

In this paper, we introduce a novel method for lexical entailment tasks, which detects a hyponym-hypernym relation among words. Existing lexical entailment studies are lacking in generalization performance, as they cannot be applied to words that are not included in the training dataset. Moreover, e…