Pre-training Attention Mechanisms

15 Dec 2017Jack Lindsey

Recurrent neural networks with differentiable attention mechanisms have had success in generative and classification tasks. We show that the classification performance of such models can be enhanced by guiding a randomly initialized model to attend to salient regions of the input in early training iterations... (read more)

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