Albanian Part-of-Speech Tagging: Gold Standard and Evaluation

Beitrag bei einer Tagung
(Originalarbeit)


Details zur Publikation

Autorinnen und Autoren: Kabashi B, Proisl T
Herausgeber: Calzolari N, Choukri K, Cieri C, Declerck T, Goggi S, Hasida K, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, Tokunaga T
Verlag: European Language Resources Association
Verlagsort: Miyazaki
Jahr der Veröffentlichung: 2018
Tagungsband: Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
Seitenbereich: 2593–2599
ISBN: 979-10-95546-00-9
Sprache: Englisch


Abstract

In this paper, we present a gold standard corpus for Albanian
part-of-speech tagging and perform evaluation experiments with different
statistical taggers. The corpus consists of more than 31,000 tokens and
has been manually annotated with a medium-sized tagset that can
adequately represent the syntagmatic aspects of the language. We provide
mappings from the full tagset to both the original Google Universal
Part-of-Speech Tags and the variant used in the Universal Dependencies
project. We perform experiments with different taggers on the full
tagset as well as on the coarser tagsets and achieve accuracies of up to
95.10%.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Kabashi, Besim Dr.
Lehrstuhl für Korpus- und Computerlinguistik
Proisl, Thomas
Lehrstuhl für Korpus- und Computerlinguistik


Zitierweisen

APA:
Kabashi, B., & Proisl, T. (2018). Albanian Part-of-Speech Tagging: Gold Standard and Evaluation. In Calzolari N, Choukri K, Cieri C, Declerck T, Goggi S, Hasida K, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, Tokunaga T (Eds.), Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018) (pp. 2593–2599). Miyazaki, JP: Miyazaki: European Language Resources Association.

MLA:
Kabashi, Besim, and Thomas Proisl. "Albanian Part-of-Speech Tagging: Gold Standard and Evaluation." Proceedings of the 11th Language Resources and Evaluation Conference, Miyazaki Ed. Calzolari N, Choukri K, Cieri C, Declerck T, Goggi S, Hasida K, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, Tokunaga T, Miyazaki: European Language Resources Association, 2018. 2593–2599.

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Zuletzt aktualisiert 2018-11-08 um 02:59

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