slovakbert-pos / README.md
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---
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},
}
```