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| | license: apache-2.0 |
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| | This model is based on the multilingual version of BERT, specifically google-bert/bert-base-multilingual-cased, and has been fine-tuned to classify negative emotions in Spanish tweets. |
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| | The fine-tuning was performed using a labeled corpus available from the IPN CIC repository https://www.cic.ipn.mx/~sidorov/corpus_marcado6emociones.txt, which contains Spanish tweets annotated with six emotions. |
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| | For this model, only the four negative emotions defined by Ekman were used: |
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| | 0 → Anger |
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| | 1 → Disgust |
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| | 2 → Fear |
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| | 3 → Sadness |
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| | The model is designed to support tasks in emotion detection and sentiment analysis in Spanish. |
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