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README.md
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license: apache-2.0
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license: apache-2.0
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Model based on BETO por classification of political agendas.
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The agendas are:
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- Gobierno y Administraci贸n P煤blica
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- Macroeconom铆a
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- Crimen y justicia
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- Educaci贸n y cultura
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- Pol铆tica social
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- Pol铆tica Exterior
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- Pol铆tica industrial y comercio
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- Agricultura e industria pesquera
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- Derechos, libertades civiles, problemas relativos a las minor铆as
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- Salud
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- Comercio exterior
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- Energ铆a
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- Trabajo
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- Medio Ambiente
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- Transporte
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- Investigaci贸n, tecnolog铆a y comunicaciones
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- Planificaci贸n urban铆stica y pol铆tica de vivienda
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- Recursos naturales y gesti贸n del agua
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- Pol铆tica de defensa
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- Inmigraci贸n y refugiados
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The model is trained using hyper-parameter tuning (10 trials) with Bayesian Optimization.
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The best results achieved a macro F1-score of 68.90, a learnig rate of 2.269394114522862e-05, 3 training epochs, training batch size of 16, 250 warmup steps, and weight decay of 0.29852850725409763,254.688064575195
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