Distributional Models in the Task of Hypernym Discovery

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Vasiliy Yadrintsev, Anastasiia Ryzhova, Ilya Sochenkov

Published: 2020, Last Modified: 19 Mar 2026RCAI 2020EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: An approach to the solution of the first task of automatically taxonomy construction for the Russian language is described. This task consists in matching unknown input-words with hypernyms from the existing taxonomy. We show that useful results can be attained using pre-trained distribution models without additional training.