TY - JOUR
T1 - A novel way of extracting full-fledged terminologies from multilingual texts
AU - Gromann, Dagmar
AU - Heinisch, Barbara
AU - Wachowiak, Lennart
AU - Lang, Christian
N1 - Publisher Copyright:
© 2023 Walter de Gruyter GmbH, Berlin/Boston.
PY - 2023/11/1
Y1 - 2023/11/1
N2 - 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.
AB - 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.
KW - neural relation extraction
KW - neural term extraction
KW - terminological concept system
KW - terminological relations
KW - terminology extraction
UR - http://www.scopus.com/inward/record.url?scp=85178087874&partnerID=8YFLogxK
U2 - 10.1515/lex-2023-0011
DO - 10.1515/lex-2023-0011
M3 - Article
AN - SCOPUS:85178087874
VL - 39
SP - 209
EP - 223
JO - Lexicographica
JF - Lexicographica
SN - 0175-6206
IS - 1
ER -