Dagger: The Slovak morphological classifier

@article{Hldek2012DaggerTS,
  title={Dagger: The Slovak morphological classifier},
  author={Daniel Hl{\'a}dek and J{\'a}n Stas and Jozef Juh{\'a}r},
  journal={Proceedings ELMAR-2012},
  year={2012},
  pages={195-198}
}
This paper proposes a classifier, based on hidden Markov model that can be used for solving the problem of part-of-speech tagging of the Slavic languages, such as Slovak, Czech or Polish. These languages are highly inflectional and morphologically rich and have a very large vocabulary. The probability matrices of the classical hidden Markov model are linearly interpolated with additional probability matrices that are calculated using a suffix-based word clustering function. The search space is… CONTINUE READING

References

Publications referenced by this paper.
Showing 1-10 of 19 references

A morphological tagger based on a learning classifier system

  • D. Hládek, J. Staš, J. Juhár
  • Journal of Electrical and Electronics Engineering…
  • 2011
1 Excerpt

Language model size reduction by quantization and pruning

  • J. Staš, D. Hládek, J. Juhár
  • Journal of Electrical and Electronics Engineering…
  • 2010
1 Excerpt

Jazykovedný Ústav Ľ Štúra , Slovak National Corpus

  • J. H. Martin
  • Speech and Language Processing : An Introduction…
  • 2009

Similar Papers

Loading similar papers…