Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts (CROSBI ID 560375)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Agić, Željko ; Tadić, Marko ; Dovedan, Zdravko
engleski
Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts
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.
Tagger voting; morphosyntactic tagging; part-of-speech tagging; Croatian language
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Podaci o prilogu
61-66.
2010.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of the 32nd International Conference on Information Technology Interfaces
Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran
Zagreb: Sveučilišni računski centar Sveučilišta u Zagrebu (Srce)
978-953-7138-18-9
1330-1012
Podaci o skupu
32nd International Conference on Information Technology Interfaces - ITI 2010
predavanje
21.06.2010-24.06.2010
Cavtat, Hrvatska