LVBERT

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Pretrained contextualized transformer-based state-of-the-art language model for Latvian

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# LVBERT - Latvian BERT

## Pretrained language models

12-layers, 768-hidden, 12-heads, 110M parameters:
- [lvbert-base-tf](http://nlp.ailab.lv:9090/lvbert/lvbert_tf.tar.gz) (1.1GB)
- [lvbert-base-pytorch](http://nlp.ailab.lv:9090/lvbert/lvbert_pytorch.tar.gz) (394MB)

## Publications

Znotiņš, A., Bārzdiņš, G. [LVBERT: Transformer-based Model for Latvian Language Understanding](http://ebooks.iospress.nl/volumearticle/55531). Human Language Technologies - The Baltic Perspective. Frontiers in Artificial Intelligence and Applications, vol. 328, IOS Press, 2020

## Related work

- [NLP-PIPE: Latvian NLP Pipeline as a Service](https://github.com/LUMII-AILab/nlp-pipe)
- [Full Stack of Latvian Language Resources for NLU and NLG](https://github.com/LUMII-AILab/FullStack)

## Acknowledgements

This work is supported by the Latvian Council of Science under the grant agreement No. lzp-2018/2-0216 (*Latvian Language Understanding and Generation in Human-Computer Interaction*) and by the State Research Programme under the grant agreement No. VPP-IZM-DH-2020/1-0001 (*Digital Resources for Humanities: Integration and Development*).

## Licence

LVBERT by [AiLab](http://ailab.lv) is licensed under a [GNU General Public License v3.0](https://www.gnu.org/licenses/gpl-3.0.en.html).

Please [contact us](mailto:arturs.znotins@lumii.lv) if you are interested in acquiring a different licence.

Please, cite the relevant publications if you use this software or models in your research. Please, [let us know](mailto:arturs.znotins@lumii.lv) if you use this software or models in your products or services. Your citations and feedback are important to secure funding for the further development of LVBERT.

## Contacts

[Artūrs Znotiņš](mailto:arturs.znotins@lumii.lv)

LVBERT

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