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+ ---
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+ language: "pt"
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+ widget:
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+ - text: "Tinha uma pedra no meio do caminho."
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+ - text: "Vamos tomar um café quentinho?"
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+ - text: "Como você se chama?"
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+ datasets:
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+ - MacMorpho
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+ ---
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+
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+ # POS-Tagger Portuguese
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+
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+ We fine-tuned the [BERTimbau](https://github.com/neuralmind-ai/portuguese-bert/) model with the MacMorpho corpus for the Post-Tagger task, with 10 epochs, achieving a general F1-Score of 0.9837.
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+
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+ Metrics:
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+
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+ ```
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+ Precision Recall F1 Suport
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+ accuracy 0.98 33729
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+ macro avg 0.96 0.96 0.96 33729
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+ weighted avg 0.98 0.98 0.98 33729
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+
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+ F1: 0.9837050718155329 Accuracy: 0.98372320555012
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+ ```
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+
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+ ## Questions?
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+
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+ Please, post a Github issue on the [NLP Portuguese POS-Tagger](https://github.com/lisaterumi/nlp-portuguese-postagger).