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. © 2013 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Radziszewski, A. (2013). A tiered CRF tagger for polish. Studies in Computational Intelligence, 467, 215–230. https://doi.org/10.1007/978-3-642-35647-6_16
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