Abstract
The paper presents an evaluation of several part-of-speech taggers, representing main tagging algorithms, applied to corpus of frequency dictionary of the contemporary Polish language. We report our results considering two tagging schemes: IPI PAN positional tagset and its simplified version. Tagging accuracy is calculated for different training sets and takes into account many subcategories (accuracy on known and unknown tokens, word segments, sentences etc.) The comparison of results with other inflecting and analytic languages is done. Performance aspects (time demands) of used tagging tools are also discussed.
Keywords
MSC
68T50, 68T05, 68T35
Cite this article
@article{cai-1735,
author = {Marcin Kuta and Paweł Chrzaszcz and Jacek Kitowski},
title = {A Case Study of Algorithms for Morphosyntactic Tagging of Polish Language},
journal = {Computing and Informatics},
volume = {26},
number = {6},
pages = {627--647},
year = {2007},
issn = {1335-9150},
url = {https://cai.type.sk/content/2007/6/a-case-study-of-algorithms-for-morphosyntactic-tagging-of-polish-language/}
}
TY - JOUR AU - Marcin Kuta AU - Paweł Chrzaszcz AU - Jacek Kitowski TI - A Case Study of Algorithms for Morphosyntactic Tagging of Polish Language JO - Computing and Informatics VL - 26 IS - 6 SP - 627 EP - 647 PY - 2007 SN - 1335-9150 UR - https://cai.type.sk/content/2007/6/a-case-study-of-algorithms-for-morphosyntactic-tagging-of-polish-language/ KW - Machine learning KW - part-of-speech tagging KW - natural language processing ER -
Kuta, M., Chrzaszcz, P., & Kitowski, J. (2007). A Case Study of Algorithms for Morphosyntactic Tagging of Polish Language. Computing and Informatics, 26(6), 627–647. https://cai.type.sk/content/2007/6/a-case-study-of-algorithms-for-morphosyntactic-tagging-of-polish-language/