Pregled bibliografske jedinice broj: 1124424
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian // Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (* SEM 2017)
Vancouver, Kanada, 2017. str. 115-120 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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Naslov
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Autori
Medić, Zoran ; Šnajder, Jan ; Pado, Sebastian
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (* SEM 2017)
/ - , 2017, 115-120
Skup
The 6th Joint Conference on Lexical and Computational Semantics (* SEM 2017)
Mjesto i datum
Vancouver, Kanada, 03.08.2017. - 04.08.2017
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
computational distributional semantics ; Croatian language ; lexical function model
Sažetak
The Practical Lexical Function (PLF) model is a model of computational distributional semantics that attempts to strike a balance between expressivity and learnability in predicting phrase meaning and shows competitive results. We investigate how well the PLF carries over to free word order languages, given that it builds on observations of predicate-argument combinations that are harder to recover in free word order languages. We evaluate variants of the PLF for Croatian, using a new lexical substitution dataset. We find that the PLF works about as well for Croatian as for English, but demonstrate that its strength lies in modeling verbs, and that the free word order affects the less robust PLF variant.
Izvorni jezik
Engleski
Znanstvena područja
Računarstvo
POVEZANOST RADA
Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb
