Deep Learning for Natural Language Processing

index

Numerics

20 newsgroups dataset 7

A

Activation layers 33

Amazon consumer reviews, multitask learning for 193 – 202

data handling 194 – 197

hard parameter sharing 197 – 198

mixed parameter sharing 201 – 202

soft parameter sharing 199 – 201

artificial neurons 32

attention

data 167 – 168

long short-term memory networks

experiments 187 – 189

temporal attention 174 – 183

multilayer perceptrons

experiments 184 – 187

static attention 168 – 174

neural attention 163 – 166

attention heads 224

attention kernel 178

AttentionLSTM layer 181

authorship attribution 101 – 106

convolutional neural networks for text 105 – 106

data for 90 – 92

multilayer perceptrons 101 – 104

authorship verification 106 – 111

data for 90 – 92

Siamese networks 107 – 111

autoregressive ...