Parsing Croatian and Serbian by Using Croatian Dependency Treebanks

We investigate statistical dependency parsing of two closely related languages, Croatian and Serbian. As these two morphologically complex languages of relaxed word order are generally under- resourced -- with the topic of dependency parsing still largely unaddressed, especially for Serbian -- we ma...

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Permalink: http://skupnikatalog.nsk.hr/Record/ffzg.KOHA-OAI-FFZG:318430/Details
Matična publikacija: Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL 2013)
Seattle, Washington, USA : Association for Computational Linguistics, 2013
Glavni autori: Agić, Željko (-), Berović, Daša (Author), Merkler, Danijela
Vrsta građe: Članak
Jezik: eng
Online pristup: http://aclweb.org/anthology/W/W13/W13-4903.pdf
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040 |a HR-ZaFF  |b hrv  |c HR-ZaFF  |e ppiak 
100 1 |9 495  |a Agić, Željko 
245 1 0 |a Parsing Croatian and Serbian by Using Croatian Dependency Treebanks /  |c Agić, Željko ; Merkler, Danijela ; Berović, Daša. 
246 3 |i Naslov na engleskom:  |a Parsing Croatian and Serbian by Using Croatian Dependency Treebanks 
300 |a 22-33  |f str. 
520 |a We investigate statistical dependency parsing of two closely related languages, Croatian and Serbian. As these two morphologically complex languages of relaxed word order are generally under- resourced -- with the topic of dependency parsing still largely unaddressed, especially for Serbian -- we make use of the two available dependency treebanks of Croatian to produce state-of- the-art parsing models for both languages. We observe parsing accuracy on four test sets from two domains. We give insight into overall parser performance for Croatian and Serbian, impact of preprocessing for lemmas and morphosyntactic tags and influence of selected morphosyntactic features on parsing accuracy. 
536 |a Projekt MZOS  |f 130-1300646-1776 
546 |a ENG 
690 |a 5.04 
693 |a dependency treebank, dependency parsing, Croatian, Serbian  |l hrv  |2 crosbi 
693 |a dependency treebank, dependency parsing, Croatian, Serbian  |l eng  |2 crosbi 
773 0 |a Fourth Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL 2013) (18-21.10.2013. ; Seattle, Washington, SAD)  |t Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL 2013)  |d Seattle, Washington, USA : Association for Computational Linguistics, 2013  |z 978-1-937284-97-8  |g str. 22-33 
700 1 |9 839  |a Berović, Daša  |4 aut 
700 1 |9 868  |a Merkler, Danijela  |4 aut 
856 |u http://aclweb.org/anthology/W/W13/W13-4903.pdf 
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