readme: ---
  language: 
  - sk
  tags:
  - pos
  license: cc
  datasets:
  - universal_dependencies
  metrics:
  - accuracy
  widget:
  - text: "Kde tá ľudská duša drieme?"
  ---
  
  
  # POS tagger based on SlovakBERT
  
  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.
  
  ## Results
  
  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.
  
  ## Cite
  
  ```
  @article{DBLP:journals/corr/abs-2109-15254,
    author    = {Mat{\'{u}}{\v{s}} Pikuliak and
                 {\v{S}}tefan Grivalsk{\'{y}} and
                 Martin Kon{\^{o}}pka and
                 Miroslav Bl{\v{s}}t{\'{a}}k and
                 Martin Tamajka and
                 Viktor Bachrat{\'{y}} and
                 Mari{\'{a}}n {\v{S}}imko and
                 Pavol Bal{\'{a}}{\v{z}}ik and
                 Michal Trnka and
                 Filip Uhl{\'{a}}rik},
    title     = {SlovakBERT: Slovak Masked Language Model},
    journal   = {CoRR},
    volume    = {abs/2109.15254},
    year      = {2021},
    url       = {https://arxiv.org/abs/2109.15254},
    eprinttype = {arXiv},
    eprint    = {2109.15254},
  }
  ```