Create README.md

README.md

@@ -0,0 +1,46 @@
+---
+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}}s Pikuliak and
+               Stefan Grivalsky and
+               Martin Konopka and
+               Miroslav Blst{\'{a}}k and
+               Martin Tamajka and
+               Viktor Bachrat{\'{y}} and
+               Mari{\'{a}}n Simko and
+               Pavol Bal{\'{a}}zik 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},
+}
+```