Maziar Moradi Fard

Scalable Patent Classification with Aggregated Multi-View Ranking

Automated patent classification typically involves assigning labels to a patent from a taxonomy, using multi-class multi-label classification models. However, classification-based models face challenges in scaling to large numbers of labels, struggle with generalizing to new labels, and fail to effe…