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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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# POS tagger based on SlovakBERT |
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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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## Results |
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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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## Cite |
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``` |
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@article{DBLP:journals/corr/abs-2109-15254, |
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author = {Mat{\'{u}}{\v{s}} Pikuliak and |
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{\v{S}}tefan Grivalsk{\'{y}} and |
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Martin Kon{\^{o}}pka and |
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Miroslav Bl{\v{s}}t{\'{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 {\v{S}}imko and |
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Pavol Bal{\'{a}}{\v{z}}ik 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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``` |
