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README.md
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## (BERT base) NER model in the legal domain in Portuguese (LeNER-Br)
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**ner-bert-base-portuguese-cased-
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Note: due to the small size of BERTimbau base and finetuning dataset, the model overfitted before to reach the end of training. Here are the overall final metrics on the validation dataset (*note: see the paragraph "Validation metrics by Named Entity" to get detailed metrics*):
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- **f1**: 0.8716487228203504
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## (BERT base) NER model in the legal domain in Portuguese (LeNER-Br)
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**ner-bert-base-portuguese-cased-lenerbr** is a NER model (token classification) in the legal domain in Portuguese that was finetuned on 16/12/2021 in Google Colab from the model [BERTimbau base](https://huggingface.co/neuralmind/bert-base-portuguese-cased) on the dataset [LeNER_br](https://huggingface.co/datasets/lener_br) by using a NER objective.
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Note: due to the small size of BERTimbau base and finetuning dataset, the model overfitted before to reach the end of training. Here are the overall final metrics on the validation dataset (*note: see the paragraph "Validation metrics by Named Entity" to get detailed metrics*):
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- **f1**: 0.8716487228203504
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