Taxonomy Enrichment with Text and Graph Vector Representations. (arXiv:2201.08598v1 [cs.CL])

Web: http://arxiv.org/abs/2201.08598

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 the hypo-hypernym ("class-subclass") relationship.
With the rapid growth of lexical resources for specific domains, the problem of
automatic extension of the existing knowledge bases with new words is becoming
more and more widespread. In this paper, we address the problem of taxonomy
enrichment which aims at adding new words to the existing taxonomy.

We present …

arxiv graph taxonomy text