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 si...
| Permalink: | http://skupni.nsk.hr/Record/ffzg.KOHA-OAI-FFZG:316608/Details |
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| Matična publikacija: |
Proceedings of the 32nd International Conference on Information Technology Interfaces Zagreb : SRCE University Computer Centre, University of Zagreb, 2010 |
| Glavni autori: | Agić, Željko (-), Tadić, Marko (Author), Dovedan Han, Zdravko |
| Vrsta građe: | Članak |
| Jezik: | eng |
| Online pristup: |
http://bib.irb.hr/datoteka/454763.03-02-178.pdf |
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| 008 | 131111s2010 xx 1 eng|d | ||
| 035 | |a (CROSBI)454763 | ||
| 040 | |a HR-ZaFF |b hrv |c HR-ZaFF |e ppiak | ||
| 100 | 1 | |9 495 |a Agić, Željko | |
| 245 | 1 | 0 | |a Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts / |c Agić, Željko ; Tadić, Marko ; Dovedan, Zdravko. |
| 246 | 3 | |i Naslov na engleskom: |a Tagger Voting Improves Morphosyntactic Tagging Accuracy on Croatian Texts | |
| 300 | |a 61-66 |f str. | ||
| 520 | |a 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. | ||
| 536 | |a Projekt MZOS |f 130-1300646-0645 | ||
| 536 | |a Projekt MZOS |f 130-1300646-1776 | ||
| 546 | |a ENG | ||
| 690 | |a 5.04 | ||
| 690 | |a 6.03 | ||
| 693 | |a Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language |l hrv |2 crosbi | ||
| 693 | |a Tagger voting, morphosyntactic tagging, part-of-speech tagging, Croatian language |l eng |2 crosbi | ||
| 773 | 0 | |a 32nd International Conference on Information Technology Interfaces (ITI 2010) (21-24.06.2010. ; Cavtat, Hrvatska) |t Proceedings of the 32nd International Conference on Information Technology Interfaces |d Zagreb : SRCE University Computer Centre, University of Zagreb, 2010 |n Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran |x 1330-1012 |z 978-953-7138-18-9 |g str. 61-66 | |
| 700 | 1 | |9 888 |a Tadić, Marko |4 aut | |
| 700 | 1 | |9 415 |a Dovedan Han, Zdravko |4 aut | |
| 856 | |u http://bib.irb.hr/datoteka/454763.03-02-178.pdf | ||
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