Fully-Unsupervised Embeddings-Based Hypernym Discovery

The hypernymy relation is the one occurring between an instance term and its general term (e.g., “lion” and “animal”, “Italy” and “country”). This paper we addresses Hypernym Discovery, the NLP task that aims at finding valid hypernyms from words in a given text, proposing HyperRank, an unsupervised...

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Bibliographic Details
Main Authors: Maurizio Atzori, Simone Balloccu
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/11/5/268

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