Iryna Haponchyk

Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents

Previous pre-neural work on structured prediction has produced very effective supervised clustering algorithms using linear classifiers, e.g., structured SVM or perceptron. However, these cannot exploit the representation learning ability of neural networks, which would make supervised clustering ev…