Deep Learning for Natural Language Processing: Creating Neural Networks with Python

Index

A

Activation potential

Annotated corpus

add padding

check versions

create checkpoints

create input

create train and validation datasets

dropout

DRUG-AE.rel file

embedding file

import modules

Keras modules

LSTM network

performance

text file

time distributed layers

validation dataset

Artificial neural network (ANN)

backpropagation mechanism

Attention scoring network

B

Backpropagation algorithm

Backpropagation through time (BPTT)

Bag-of-word models

Bidirectional encoders

Binary sequence summation

Blood transfusion dataset

C

Chatbots

building

definition

Facebook

SeeFacebook, chatbot

higher level

insurance dataset

SeeInsurance QnA dataset

origin of

platforms

working

Continuous bag-of-words (CBOW) model

AdaGrad optimizer

architecture

cbow_batch_creation() function

cosine

TensorFlow graph ...