Taxonomy enrichment with text and graph vector representations

Abstract

Knowledge graphs such as DBpedia, Freebase or Wikidata always contain a taxonomic backbone that allows the arrangement and structuring of various concepts in accordance with hypo-hypernym (“class-subclass”) relationship. With the rapid growth of lexi

Keywords

• Taxonomy enrichment
• graph vector representations
• word embeddings
• graph convolutional auto-encoder