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--- |
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language: |
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- is |
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- da |
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- sv |
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- 'no' |
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- fo |
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widget: |
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- text: Fina lilla<mask>, jag vill inte bliva stur. |
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- text: Nu ved jeg, at du frygter<mask> og end ikke vil nægte mig din eneste søn.. |
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- text: Það er vorhret á<mask>, napur vindur sem hvín. |
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- text: Ja, Gud signi<mask>, mítt land. |
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- text: Alle dyrene i<mask> må være venner. |
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tags: |
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- roberta |
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- icelandic |
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- norwegian |
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- faroese |
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- danish |
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- swedish |
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- masked-lm |
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- pytorch |
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license: agpl-3.0 |
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datasets: |
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- vesteinn/FC3 |
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- vesteinn/IC3 |
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- mideind/icelandic-common-crawl-corpus-IC3 |
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- NbAiLab/NCC |
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- DDSC/partial-danish-gigaword-no-twitter |
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--- |
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# ScandiBERT |
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Note note: The model has been updated on 2022-09-27 |
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The model was trained on the data shown in the table below. Batch size was 8.8k, the model was trained for 72 epochs on 24 V100 cards for about 2 weeks. |
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| Language | Data | Size | |
|
|-----------|---------------------------------------|--------| |
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| Icelandic | See IceBERT paper | 16 GB | |
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| Danish | Danish Gigaword Corpus (incl Twitter) | 4,7 GB | |
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| Norwegian | NCC corpus | 42 GB | |
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| Swedish | Swedish Gigaword Corpus | 3,4 GB | |
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| Faroese | FC3 + Sosialurinn + Bible | 69 MB | |
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|
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Note: At an earlier date a half trained model went up here, it has since been removed. The model has since been updated. |
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This is a Scandinavian BERT model trained on a large collection of Danish, Faroese, Icelandic, Norwegian and Swedish text. It is currently the highest ranking model on the ScandEval leaderbord https://scandeval.github.io/pretrained/ |
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If you find this model useful, please cite |
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|
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``` |
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@inproceedings{snaebjarnarson-etal-2023-transfer, |
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title = "{T}ransfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese", |
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author = "Snæbjarnarson, Vésteinn and |
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Simonsen, Annika and |
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Glavaš, Goran and |
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Vulić, Ivan", |
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booktitle = "Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)", |
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month = "may 22--24", |
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year = "2023", |
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address = "Tórshavn, Faroe Islands", |
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publisher = {Link{\"o}ping University Electronic Press, Sweden}, |
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} |
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``` |
