What makes sense? Searching for strong WSD predictors in Croatian (CROSBI ID 537744)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Bakarić, Nikola ; Njavro, Jasmina ; Ljubešić, Nikola
engleski
What makes sense? Searching for strong WSD predictors in Croatian
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.
word sense disambiguation ; Croatian language ; strong predictors
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Podaci o prilogu
321-326.
2007.
objavljeno
Podaci o matičnoj publikaciji
Seljan, Sanja ; Stančić, Hrvoje
Zagreb: Odsjek za informacijske i komunikacijske znanosti Filozofskog fakulteta Sveučilišta u Zagrebu
978-953-175-305-0
Podaci o skupu
INFuture 2007 – Digital Information and Heritage
predavanje
07.11.2007-09.11.2007
Zagreb, Hrvatska