Quarry Meaning: A Topic Model Application focused on Spanish Documents

This demo shows a standalone application that allows to easily train and test a topic model. The application includes filters for reducing noise in the results. On the one hand, a base stop-list is included, but it can be complemented with a non-relevant word list proposed by user, or obtained it by means of a contrastive approach using a reference corpus. On the other hand, words having a high semantic value can be considered using POS tags. We also include a visualization in word-clouds way, where ten topics can be shown, in order to analyze in detail the results. Finally, evaluation was carried out focusing topic model for classifying documents. Our model achieved levels of precision above 95% in the test set.