Croatian Dependency Treebank: Recent Development and Initial Experiments
We present the current state of development of the Croatian Dependency Treebank – with special empahsis on adapting the Prague Dependency Treebank formalism to Croatian language specifics – and illustrate its possible applications in an experiment with dependency parsing using MaltParser. The treeba...
| Permalink: | http://skupnikatalog.nsk.hr/Record/ffzg.KOHA-OAI-FFZG:317846/Details |
|---|---|
| Matična publikacija: |
Proceedings of the Eigth International Conference on Language Resources and Evaluation (LREC'12) Istanbul : European Language Resources Association (ELRA), 2012 |
| Glavni autori: | Berović, Daša (-), Tadić, Marko (Author), Agić, Željko |
| Vrsta građe: | Članak |
| Jezik: | eng |
| Online pristup: |
http://bib.irb.hr/datoteka/580881.719_Paper.pdf http://www.lrec-conf.org/proceedings/lrec2012/index.html |
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|---|---|---|---|
| 008 | 131111s2012 xx 1 eng|d | ||
| 035 | |a (CROSBI)580881 | ||
| 040 | |a HR-ZaFF |b hrv |c HR-ZaFF |e ppiak | ||
| 100 | 1 | |9 839 |a Berović, Daša | |
| 245 | 1 | 0 | |a Croatian Dependency Treebank: Recent Development and Initial Experiments / |c Berović, Daša ; Agić, Željko ; Tadić, Marko. |
| 246 | 3 | |i Naslov na engleskom: |a Croatian Dependency Treebank: Recent Development and Initial Experiments | |
| 300 | |a 1902-1906 |f str. | ||
| 520 | |a We present the current state of development of the Croatian Dependency Treebank – with special empahsis on adapting the Prague Dependency Treebank formalism to Croatian language specifics – and illustrate its possible applications in an experiment with dependency parsing using MaltParser. The treebank currently contains approximately 2870 sentences, out of which the 2699 sentences and 66930 tokens were used in this experiment. Three linear-time projective algorithms implemented by the MaltParser system – Nivre eager, Nivre standard and stack projective – running on default settings were used in the experiment. The highest performing system, implementing the Nivre eager algorithm, scored (LAS 71.31 UAS 80.93 LA 83.87) within our experiment setup. The results obtained serve as an illustration of treebank’s usefulness in natural language processing research and as a baseline for further research in dependency parsing of Croatian. | ||
| 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 dependency treebank, dependency parsing, Croatian language |l hrv |2 crosbi | ||
| 693 | |a dependency treebank, dependency parsing, Croatian language |l eng |2 crosbi | ||
| 700 | 1 | |9 888 |a Tadić, Marko |4 aut | |
| 700 | 1 | |9 495 |a Agić, Željko |4 aut | |
| 773 | 0 | |a Eigth International Conference on Language Resources and Evaluation (LREC'12) (23-25.05.2012. ; Istanbul, Turska) |t Proceedings of the Eigth International Conference on Language Resources and Evaluation (LREC'12) |d Istanbul : European Language Resources Association (ELRA), 2012 |n Calzolari, Nicoletta ; Choukri, Khalid ; Declerck, Thierry ; Ugur Dogan, Mehmet ; Maegaard, Bente ; Mariani, Joseph ; Odijk, Jan ; Piperidis, Stelios |z 978-2-9517408-7-7 |g str. 1902-1906 | |
| 856 | |u http://bib.irb.hr/datoteka/580881.719_Paper.pdf | ||
| 856 | |u http://www.lrec-conf.org/proceedings/lrec2012/index.html | ||
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| 999 | |c 317846 |d 317844 | ||