A Tiered CRF Tagger for Polish

@inproceedings{Radziszewski2013ATC,
  title={A Tiered CRF Tagger for Polish},
  author={Adam Radziszewski},
  booktitle={Intelligent Tools for Building a Scientific Information Platform},
  year={2013}
}
In this paper we present a new approach to morphosyntactic tagging of Polish by bringing together Conditional Random Fields and tiered tagging. Our proposal also allows to take advantage of a rich set of morphological features, which resort to an external morphological analyser. The proposed algorithm is implemented as a tagger for Polish. Evaluation of the tagger shows significant improvement in tagging accuracy on two state-of-the-art taggers, namely PANTERA and WMBT. 
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