🎓 SET-UFPS — Teacher Evaluation AI Demo

Universidad Francisco de Paula Santander

Analyze student teaching evaluation comments using fine-tuned Spanish NLP models. Select a model, enter a comment and click Analyze.

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RoBERTuito BETO DistilBETO Electricidad

RoBERTa pre-trained on informal Spanish (Twitter/social media)

Student Comment (Spanish)

Models trained on: 9,457 manually labeled student comments in Spanish. Tasks: Risk level classification (BAJO / MEDIO / ALTO) + Pedagogical category multi-label classification. Bachelor's Thesis — Systems Engineering, UFPS 2025.

Examples