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thesis_output/presentation/slides/18_script.md
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thesis_output/presentation/slides/18_script.md
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# Slide 18 — Future Work (~1 minute)
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**What to say:**
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"Para trabajo futuro, identificamos tres líneas.
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En extensiones inmediatas: validación cruzada con otros tipos de documento — facturas, formularios, manuscritos —, un subconjunto de optimización más grande de 15 a 20 páginas para reducir el overfitting, y exploración del parámetro text_det_unclip_ratio.
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En líneas de investigación: transferencia de hiperparámetros entre dominios documentales, optimización multiobjetivo combinando CER, WER y velocidad de inferencia, y una comparación rigurosa entre optimización de hiperparámetros y fine-tuning.
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Y en aplicaciones prácticas: una herramienta de configuración automática por tipo de documento, integración en pipelines de producción, y un benchmark público de OCR para español — algo que actualmente no existe y sería una contribución valiosa a la comunidad."
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**Tips:**
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- Group the three categories clearly
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- "Benchmark público para español" is a strong closing point — highlights a gap in the field
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- Keep it forward-looking and enthusiastic
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