A Convolutional Neural Network for Modelling Sentences

The ability to accurately represent sentences is central to language understanding. We describe a convolutional architecture dubbed the Dynamic Convolutional Neural Network (DCNN) that we adopt for the semantic modelling of sentences. The network uses Dynamic k-Max Pooling, a global pooling operatio...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Kalchbrenner, N, Grefenstette, E, Blunsom, P
Fformat: Journal article
Cyhoeddwyd: 2014