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  ## Model description
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  The multilingual version of **affilgood-NER-multilingual** is a Named Entity Recognition (NER) model for identifying named entities in raw affiliation strings from scientific papers and projects,
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- fine-tuned from the [AffilRoberta](https://huggingface.co/SIRIS-Lab/affilgood-affilroberta) model, a [XLM-RoBERTa](https://arxiv.org/abs/1911.02116) base model futher pre-trained for MLM task on a medium-size corpus of raw affiliation stirngs collected from OpenAlex.
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  It has been trained with a dataset that contains 7 main types of entities from multilingual raw affiliation strings texts, with 5,266 texts.
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  ## Model description
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  The multilingual version of **affilgood-NER-multilingual** is a Named Entity Recognition (NER) model for identifying named entities in raw affiliation strings from scientific papers and projects,
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+ fine-tuned from the [AffilXLM](https://huggingface.co/SIRIS-Lab/affilgood-affilxlm) model, a [XLM-RoBERTa](https://arxiv.org/abs/1911.02116) base model futher pre-trained for MLM task on a medium-size corpus of raw affiliation stirngs collected from OpenAlex.
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  It has been trained with a dataset that contains 7 main types of entities from multilingual raw affiliation strings texts, with 5,266 texts.
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