Journal
HUMAN LANGUAGE TECHNOLOGIES - THE BALTIC PERSPECTIVE (HLT 2020)
Volume 328, Issue -, Pages 111-115Publisher
IOS PRESS
DOI: 10.3233/FAIA200610
Keywords
Transformers; BERT; language models; Latvian
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Funding
- Latvian Council of Science, project Latvian Language Understanding and Generation in Human-Computer Interaction [lzp-2018/2-0216]
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This paper presents LVBERT - the first publicly available monolingual language model pre-trained for Latvian. We show that LVBERT improves the state-of-the-art for three Latvian NLP tasks including Part-of-Speech tagging, Named Entity Recognition and Universal Dependency parsing. We release LVBERT to facilitate future research and downstream applications for Latvian NLP.
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