Browsing Facultad de Matemática, Astronomía, Física y Computación by Subject "Active learning"
Now showing items 1-4 of 4
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Aprendizaje activo para mejorar el arranque en frío de sistemas de recomendación
(2016)Cuando un nuevo usuario hace uso de un sistema de recomendación, no se tiene suficiente información sobre sus preferencias para producir recomendaciones precisas. Este problema es conocido como "arranque en frío". Para ... -
Combining semi-supervised and active learning to recognize minority senses in a new corpus
(2015)In this paper we study the impact of combining active learning with bootstrapping to grow a small annotated corpus from a different, unannotated corpus. The intuition underlying our approach is that bootstrapping includes ... -
Information extraction with active learning : a case study in legal text
(2015)Active learning has been successfully applied to a number of NLP tasks. In this paper, we present a study on Information Extraction for natural language licenses that need to be translated to RDF. The final purpose of our ... -
Reversing uncertainty sampling to improve active learning schemes
(2015)Active learning provides promising methods to optimize the cost of manually annotating a dataset. However, practitioners in many areas do not massively resort to such methods because they present technical difficulties and ...