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--- |
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language: |
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- es |
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thumbnail: |
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tags: |
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- simplification |
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- mt5 |
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- spanish |
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license: cc-by-nc-sa-4.0 |
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metrics: |
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- sari |
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widget: |
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- text: "La Simplificación Textual es el proceso de transformación de un texto a otro texto equivalente más comprensible para un determinado tipo de grupo o población." |
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- text: "Los textos simplificados son apropiados para muchos grupos de lectores, como, por ejemplo: estudiantes de idiomas, personas con discapacidades intelectuales y otras personas con necesidades especiales de lectura y comprensión. |
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# mt5-simplification-spanish |
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## Model description |
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This is a fine-tuned mt5-small model for generating simple text from complex text. |
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This model was created with the IXA Group research group of the University of the Basque Country, the model has been evaluated with the Sari, Bleu and Fklg metrics; it was trained and tested using the [Simplext corpus](https://dl.acm.org/doi/10.1145/2738046). |
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## Dataset |
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Simplext |
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## Model Evaluation |
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Bleu: 13,186 |
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Sari: 42,203 |
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Fklg: 10,284 |
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## Authors |
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Oscar M. Cumbicus-Pineda, Itziar Gonzalez-Dios, Aitor Soroa, November 2021 |
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## Code |
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https://github.com/oskrmiguel/mt5-simplification |
