Pregled bibliografske jedinice broj: 1250299
A bilingual approach to specialised adjectives through word embeddings in the karstology domain
A bilingual approach to specialised adjectives through word embeddings in the karstology domain // TOTh 2020: Terminologie & Ontologie: Théories et Applications / Roche, Christophe (ur.).
Chambéry: Presses Universitaires Savoie Mont Blanc, 2021. str. 233-250
CROSBI ID: 1250299 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
A bilingual approach to specialised adjectives
through word embeddings in the karstology
domain
Autori
Grčić-Simeunović, Larisa ; Martinc, Matej ; Vintar, Špela
Kolaboracija
Institut Josef Stefan u Ljubljani, Filozofski fakultet u Ljubljani
Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni
Knjiga
TOTh 2020: Terminologie & Ontologie: Théories et Applications
Urednik/ci
Roche, Christophe
Izdavač
Presses Universitaires Savoie Mont Blanc
Grad
Chambéry
Godina
2021
Raspon stranica
233-250
ISBN
978-2-37741-065-1
ISSN
2607-5008
Ključne riječi
bilingual approach ; specialised adjectives ; , word embeddings ; karstology domain
Sažetak
We present an experiment in extracting adjectives which express a specific semantic relation using word embeddings. The results of the experiment are then thoroughly analysed and categorised into groups of adjectives exhibiting formal or semantic similarity. The experiment and analysis are performed for English and Croatian in the domain of karstology using data sets and methods developed in the TermFrame project. The main original contributions of the article are twofold: firstly, proposing a new and promising method of extracting semantically related words relevant for terminology, and secondly, providing a detailed evaluation of the output so that we gain a better understanding of the domain-specific semantic structures on the one hand and the types of similarities extracted by word embeddings on the other.
Izvorni jezik
Engleski
Znanstvena područja
Filologija
