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Pregled bibliografske jedinice broj: 348544

What makes sense? Searching for strong WSD predictors in Croatian


Bakarić, Nikola; Njavro, Jasmina; Ljubešić, Nikola
What makes sense? Searching for strong WSD predictors in Croatian // INFuture 2007: Digital information and heritage / Seljan, Sanja ; Stančić, Hrvoje (ur.).
Zagreb: Odsjek za informacijske znanosti Filozofskog fakulteta u Zagrebu, 2007. str. 321-326 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
What makes sense? Searching for strong WSD predictors in Croatian

Autori
Bakarić, Nikola ; Njavro, Jasmina ; Ljubešić, Nikola

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

ISBN
978-953-175-305-0

Skup
INFuture 2007: Digital information and heritage

Mjesto i datum
Zagreb, Hrvatska, 07-09.11.2007.

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Word sense disambiguation; Croatian language; strong predictors

Sažetak
The goal of this research was to investigate and determine position of strong predictors for word sense disambiguation of Croatian nouns. // Research was conducted using supervised learning methods and a corpus of around 70 million words. We have concluded that words in the immediate vicinity of an observed lexeme (1-5 words left and right) have the highest discriminative power. We have also measured the applicability and accuracy of the one-sense- per-discourse method and found it to be very successful as well as the impact of sentence boundaries which proved not to be a good criterion for selecting strong predictors.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti



POVEZANOST RADA


Projekt / tema
130-1301679-1380 - Hrvatska rječnička baština i hrvatski europski identitet (Damir Boras, )

Ustanove
Filozofski fakultet, Zagreb

Autor s matičnim brojem:
Nikola Ljubešić, (272820)