Abstract

The paper presents baseline and complex part-of-speech taggers applied to the modified corpus of Frequency Dictionary of Contemporary Polish, annotated with a large tagset. First, the paper examines accuracy of 6 baseline part-of-speech taggers. The main part of the work presents simple weighted voting and complex voting taggers. Special attention is paid to lexical voting methods and issues of ties and fallbacks. TagPair and WPDV voting methods achieve the top accuracy among all considered methods. Error reduction 10.8

Keywords

MSC

68T50, 68T05, 68T35

Cite this article

@article{cai-1884,
  author  = {Marcin Kuta and Wojciech Wojcik and Michał Wrzeszcz and Jacek Kitowski},
  title   = {Application of Weighted Voting Taggers to Languages Described with Large Tagsets},
  journal = {Computing and Informatics},
  volume  = {29},
  number  = {2},
  pages   = {203--225},
  year    = {2010},
  issn    = {1335-9150},
  url     = {https://cai.type.sk/content/2010/2/application-of-weighted-voting-taggers-to-languages-described-with-large-tagsets/}
}
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