A novel way of extracting full-fledged terminologies from multilingual texts

Publications: Contribution to journalArticlePeer Reviewed

Abstract

Terminology as a term refers to terminology science and simultaneously to practically curated terminological resources (TR). The latter fall within the scope of language resources. Manually curating such a TR is labor- and time-intensive. Thus, it has been a long-standing research endeavor to reduce this effort by automating the TR creation process. However, to this point such endeavors have focused on terms rather than on interrelations. Instead of directly interrelating terms, they are conventionally grouped by synonymy and equivalence into concepts, and relations are established between concepts. This paper introduces preliminaries of terminology science and practice, common models of interrelating terminological concepts, and especially focuses on a new way to define terminological relations and a system to extract terminological information from texts across domains and languages by means of recent neural methods.

Original languageEnglish
Pages (from-to)209-223
Number of pages15
JournalLexicographica
Volume39
Issue number1
DOIs
Publication statusPublished - 1 Nov 2023

Austrian Fields of Science 2012

  • 602049 Terminology science
  • 602011 Computational linguistics
  • 102018 Artificial neural networks

Keywords

  • neural relation extraction
  • neural term extraction
  • terminological concept system
  • terminological relations
  • terminology extraction

Fingerprint

Dive into the research topics of 'A novel way of extracting full-fledged terminologies from multilingual texts'. Together they form a unique fingerprint.

Cite this