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

Conference contribution
(Original article)


Publication Details

Author(s): Kabashi B, Proisl T
Editor(s): 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
Publisher: European Language Resources Association
Publishing place: Miyazaki
Publication year: 2018
Conference Proceedings Title: Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)
Pages range: 2593–2599
ISBN: 979-10-95546-00-9
Language: English


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 Authors / FAU Editors

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


How to cite

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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Last updated on 2018-11-08 at 02:59

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