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--- |
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language: et |
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license: cc-by-sa-4.0 |
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inference: false |
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base_model: |
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- EMBEDDIA/est-roberta |
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pipeline_tag: token-classification |
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tags: |
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- NER |
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--- |
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# est-roberta-hist-ner |
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## Model description |
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est-roberta-hist-ner is an [Est-RoBERTa](https://huggingface.co/EMBEDDIA/est-roberta) based model fine-tuned for named entity recognition in Estonian 19th century parish court records (for details, see [this repository](https://github.com/soras/vk_ner_lrec_2022)). |
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The following types of entities are recognized: person names (PER), ambiguous locations-organizations (LOC_ORG), locations (LOC), organizations (ORG) and MISC (miscellaneous names). |
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## How to use |
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Recommended usage of the model is with approriate pre- and postprocessing by EstNLTK. |
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For an usage example, see this tutorial: [https://github.com/soras/vk\_ner\_lrec\_2022/blob/main/using\_bert\_ner\_tagger.ipynb](https://github.com/soras/vk_ner_lrec_2022/blob/main/using_bert_ner_tagger.ipynb) |
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## Citation |
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If you use this model in your work, please cite us as follows: |
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@InProceedings{orasmaa-EtAl:2022:LREC, |
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author = {Orasmaa, Siim and Muischnek, Kadri and Poska, Kristjan and Edela, Anna}, |
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title = {Named Entity Recognition in Estonian 19th Century Parish Court Records}, |
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booktitle = {Proceedings of the Language Resources and Evaluation Conference}, |
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month = {June}, |
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year = {2022}, |
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address = {Marseille, France}, |
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publisher = {European Language Resources Association}, |
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pages = {5304--5313}, |
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url = {https://aclanthology.org/2022.lrec-1.568} |
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} |
