What are the best Neural Network techniques for computational linguistics applications?
> Neural Network & Dialog Systems 2014 | Meta-Guide.com
I’ve done a couple of quick and dirty metrics. For 2014, it seems to be all about deep neural networks. Recurrent neural networks are mentioned over 3 times a much asConvolutional neural networks. The primary purpose of these neural networks seems to be for language modeling.
> Neural Network & Dialog Systems | Meta-Guide.com
I also revamped an earlier metric based on the number of academic papers (Google Scholar) over the past 10 years, which revealed the following top ten neural networktopics….
- Perceptron,745
- Deep learning,314
- Radial basis function,288
- Multilayer perceptron,236
- Recurrent neural network,207
- Feed forward,201
- Sigmoid function,201
- Backpropagation,200
- Activation function,174
- Long short term memory,113
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