Hugging Face model: ianro04/ScandiProb
Author: ianro04
Created: 2026-04-27 06:33:07
Last modified: 2026-05-01 18:29:05
Pipeline: text-classification
Likes: 0 | Downloads: 27
Tags: safetensors, xlm-roberta, language-identification, text-classification, no, sv, da, dataset:Helsinki-NLP/opus-100, base_model:vesteinn/ScandiBERT, base_model:finetune:vesteinn/ScandiBERT, license:agpl-3.0, region:us
Base model relation: finetune
Base models: id: vesteinn/ScandiBERT
Card metadata:
license: agpl-3.0
datasets: Helsinki-NLP/opus-100
language: no, sv, da
base_model: vesteinn/ScandiBERT
pipeline_tag: text-classification
citation: @misc{vésteinn_snæbjarnarson_2023,
  author       = { Vésteinn Snæbjarnarson },
  title        = { ScandiBERT (Revision 0f86e40) },
  year         = 2023,
  url          = { https://huggingface.co/vesteinn/ScandiBERT },
  doi          = { 10.57967/hf/0382 },
  publisher    = { Hugging Face }
|
@inproceedings{zhang-etal-2020-improving,
  title = "Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation",
  author = "Zhang, Biao  and
    Williams, Philip  and
    Titov, Ivan  and
    Sennrich, Rico",
  editor = "Jurafsky, Dan  and
    Chai, Joyce  and
    Schluter, Natalie  and
    Tetreault, Joel",
  booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
  month = jul,
  year = "2020",
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2020.acl-main.148",
  doi = "10.18653/v1/2020.acl-main.148",
  pages = "1628--1639",
|
@inproceedings{snaebjarnarson-etal-2023-transfer,
  title = "{T}ransfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese",
  author = "Snæbjarnarson, Vésteinn  and
    Simonsen, Annika  and
    Glavaš, Goran  and
    Vulić, Ivan",
  booktitle = "Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa)",
  month = "may 22--24",
  year = "2023",
  address = "Tórshavn, Faroe Islands",
  publisher = {Link{\"o}ping University Electronic Press, Sweden},
|
@inproceedings{fedorova-etal-2025-multi,
  title = "Multi-label {S}candinavian Language Identification ({SLIDE})",
  author = "Fedorova, Mariia  and
    Frydenberg, Jonas Sebulon  and
    Handford, Victoria  and
    Lang{\o}, Victoria Ovedie Chruickshank  and
    Willoch, Solveig Helene  and
    Midtgaard, Marthe L{\o}ken  and
    Scherrer, Yves  and
    M{\ae}hlum, Petter  and
    Samuel, David",
  editor = "Holdt, {\v{S}}pela Arhar  and
    Ilinykh, Nikolai  and
    Scalvini, Barbara  and
    Bruton, Micaella  and
    Debess, Iben Nyholm  and
    Tudor, Crina Madalina",
  booktitle = "Proceedings of the Third Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2025)",
  month = mar,
  year = "2025",
  address = "Tallinn, Estonia",
  publisher = "University of Tartu Library, Estonia",
  url = "https://aclanthology.org/2025.resourceful-1.33/",
  pages = "179--189",
  ISBN = "978-9908-53-121-2",
  |

  @inproceedings{tiedemann-2012-parallel,
  title = "Parallel Data, Tools and Interfaces in {OPUS}",
  author = {Tiedemann, J{\"o}rg},
  editor = "Calzolari, Nicoletta  and
    Choukri, Khalid  and
    Declerck, Thierry  and
    Do{\u{g}}an, Mehmet U{\u{g}}ur  and
    Maegaard, Bente  and
    Mariani, Joseph  and
    Moreno, Asuncion  and
    Odijk, Jan  and
    Piperidis, Stelios",
  booktitle = "Proceedings of the Eighth International Conference on Language Resources and Evaluation ({LREC}'12)",
  month = may,
  year = "2012",
  address = "Istanbul, Turkey",
  publisher = "European Language Resources Association (ELRA)",
  url = "http://www.lrec-conf.org/proceedings/lrec2012/pdf/463_Paper.pdf",
  pages = "2214--2218",
  |

  @inproceedings{haas-derczynski-2021-discriminating,
  title = "Discriminating Between Similar {N}ordic Languages",
  author = "Haas, Ren{\'e}  and
    Derczynski, Leon",
  editor = {Zampieri, Marcos  and
    Nakov, Preslav  and
    Ljube{\v{s}}i{\'c}, Nikola  and
    Tiedemann, J{\"o}rg  and
    Scherrer, Yves  and
    Jauhiainen, Tommi},
  booktitle = "Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects",
  month = apr,
  year = "2021",
  address = "Kiyv, Ukraine",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2021.vardial-1.8/",
  pages = "67--75",
  abstract = "Automatic language identification is a challenging problem. Discriminating between closely related languages is especially difficult. This paper presents a machine learning approach for automatic language identification for the Nordic languages, which often suffer miscategorisation by existing state-of-the-art tools. Concretely we will focus on discrimination between six Nordic languages: Danish, Swedish, Norwegian (Nynorsk), Norwegian (Bokm{\r{a}}l), Faroese and Icelandic."

tags: language-identification