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...

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Detaylı Bibliyografya
Asıl Yazarlar: Kalchbrenner, N, Grefenstette, E, Blunsom, P
Materyal Türü: Journal article
Baskı/Yayın Bilgisi: Association for Computational Linguistics 2014