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+ ---
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+ language:
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+ - sk
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+ tags:
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+ - pos
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+ license: cc
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+ datasets:
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+ - universal_dependencies
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+ metrics:
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+ - accuracy
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+ widget:
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+ - text: "Kde tá ľudská duša drieme?"
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+ ---
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+
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+
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+ # POS tagger based on SlovakBERT
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+
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+ This is a POS tagger based on [SlovakBERT](https://huggingface.co/gerulata/slovakbert). The model uses [Universal POS tagset (UPOS)](https://universaldependencies.org/u/pos/). The model was fine-tuned using Slovak part of [Universal Dependencies dataset](https://universaldependencies.org/) [Zeman 2017] containing 10k manually annotated Slovak sentences.
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+
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+ ## Results
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+
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+ The model was evaluated in [our paper](https://arxiv.org/abs/2109.15254) [Pikuliak et al 2021, Section 4.2]. It achieves \\(97.84\%\\) accuracy.
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+
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+ ## Cite
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+
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+ ```
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+ @article{DBLP:journals/corr/abs-2109-15254,
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+ author = {Mat{\'{u}}s Pikuliak and
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+ Stefan Grivalsky and
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+ Martin Konopka and
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+ Miroslav Blst{\'{a}}k and
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+ Martin Tamajka and
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+ Viktor Bachrat{\'{y}} and
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+ Mari{\'{a}}n Simko and
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+ Pavol Bal{\'{a}}zik and
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+ Michal Trnka and
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+ Filip Uhl{\'{a}}rik},
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+ title = {SlovakBERT: Slovak Masked Language Model},
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+ journal = {CoRR},
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+ volume = {abs/2109.15254},
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+ year = {2021},
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+ url = {https://arxiv.org/abs/2109.15254},
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+ eprinttype = {arXiv},
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+ eprint = {2109.15254},
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+ }
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+ ```