Index
Symbols
1-gram precision 354
A
Adam optimizer 13
additive attention layer
reference link 344
Amazon Web Services (AWS)
URL 21
Anaconda
download link 18
installation link 18
installing 18
Application Programming Interface (API) 24
attention patterns
AutoGraph 26
Automatic Language Processing Advisory Committee (ALPAC) 314
average pooling 157
B
backpropagation (BP) 197
avoiding, for RNNs 199
Backpropagation Through Time (BPTT) 197, 256
RNNs, training 200
batch normalization 376
beam 260
beam length 260
text, generating with 304, 305
used, for improving LSTMs 260, 261
bell curve 459
Bidirectional Encoder Representation from Transformers (BERT) 377, 378
answering questions, with 399,...