Pregled bibliografske jedinice broj: 922346
A Preliminary Study of Croatian Lexical Substitution
A Preliminary Study of Croatian Lexical Substitution // Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing
Valencia, Španjolska, 2017. str. 14-19 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 922346 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
A Preliminary Study of Croatian Lexical Substitution
Autori
Alagić, Domagoj ; Šnajder, Jan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing
/ - , 2017, 14-19
ISBN
978-1-945626-45-6
Skup
The 6th Workshop on Balto-Slavic Natural Language Processing
Mjesto i datum
Valencia, Španjolska, 04.04.2017
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Lexical semantics ; Natural language processing ; Lexical substitution ; Polysemy
Sažetak
Lexical substitution is a task of determining a meaning-preserving replacement for a word in context. We report on a preliminary study of this task for the Croatian language on a small- scale lexical sample dataset, manually annotated using three different annotation schemes. We compare the annotations, analyze the inter-annotator agreement, and observe a number of interesting language-specific details in the obtained lexical substitutes. Furthermore, we apply a recently-proposed, dependency-based lexical substitution model to our dataset. The model achieves a P@3 score of 0.35, which indicates the difficulty of the task.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti
POVEZANOST RADA
Projekti:
HRZZ-UIP-2014-09-7312 - SenseHive: Dinamički modeli za postepenu izgradnju leksičko-semantičkih resursa potpomognuti radom mnoštva (SenseHive) (Šnajder, Jan, HRZZ ) ( CroRIS)
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
