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Pregled bibliografske jedinice broj: 454763

Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts


Agić, Željko; Tadić, Marko; Dovedan, Zdravko
Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts // Proceedings of the 32nd International Conference on Information Technology Interfaces / Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran (ur.).
Zagreb: SRCE University Computer Centre, University of Zagreb, 2010. str. 61-66 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts

Autori
Agić, Željko ; Tadić, Marko ; Dovedan, Zdravko

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

Izvornik
Proceedings of the 32nd International Conference on Information Technology Interfaces / Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran - Zagreb : SRCE University Computer Centre, University of Zagreb, 2010, 61-66

ISBN
978-953-7138-18-9

Skup
32nd International Conference on Information Technology Interfaces (ITI 2010)

Mjesto i datum
Cavtat, Hrvatska, 21-24.06.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Tagger voting; morphosyntactic tagging; part-of-speech tagging; Croatian language

Sažetak
We present results of an experiment dealing with combining outputs of five part-ofspeech taggers via tagger voting in order to improve the overall accuracy of morphosyntactic tagging of Croatian texts using a subset of the Multext-East v3 tagset. The increase in accuracy over the best- performing single tagger is shown to exist, but not to be statistically significant. We discuss the performance of the five single taggers, the overlaps between tagger pairs, the reduced tagset and the voting scheme, along with scores for five meaningful tagger combinations in the voting scheme and future work plans.

Izvorni jezik
Engleski

Znanstvena područja
Informacijske i komunikacijske znanosti, Filologija



POVEZANOST RADA


Projekti:
130-1300646-0645 - Hrvatski jezični resursi i njihovo obilježavanje (Tadić, Marko, MZOS ) ( POIROT)
130-1300646-1776 - Računalna sintaksa hrvatskoga jezika (Dovedan Han, Zdravko, MZOS ) ( POIROT)

Ustanove:
Filozofski fakultet, Zagreb

Profili:

Avatar Url Zdravko Dovedan Han (autor)

Avatar Url Marko Tadić (autor)

Avatar Url Željko Agić (autor)

Citiraj ovu publikaciju

Agić, Željko; Tadić, Marko; Dovedan, Zdravko
Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts // Proceedings of the 32nd International Conference on Information Technology Interfaces / Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran (ur.).
Zagreb: SRCE University Computer Centre, University of Zagreb, 2010. str. 61-66 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Agić, Ž., Tadić, M. & Dovedan, Z. (2010) Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts. U: Lužar-Stiffler, V., Jarec, I. & Bekić, Z. (ur.)Proceedings of the 32nd International Conference on Information Technology Interfaces.
@article{article, year = {2010}, pages = {61-66}, keywords = {Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language}, isbn = {978-953-7138-18-9}, title = {Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts}, keyword = {Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language}, publisher = {SRCE University Computer Centre, University of Zagreb}, publisherplace = {Cavtat, Hrvatska} }
@article{article, year = {2010}, pages = {61-66}, keywords = {Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language}, isbn = {978-953-7138-18-9}, title = {Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts}, keyword = {Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language}, publisher = {SRCE University Computer Centre, University of Zagreb}, publisherplace = {Cavtat, Hrvatska} }




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