Index
A
Abstractive summarization
Activation function
Advanced question answering systems
ALBERT
Artificial intelligence (AI)
Artificial neural networks (ANN)
Attention models
global attention model
hard and soft attention model
local attention model
output vector of dense layer
requirement
self-attention model
working
Automatic routing of support tickets
B
Backward propagation
Bag of words
Benchmarks, BERT model
GLUE benchmark
IMDB dataset
RACE
SQuAD dataset
BERT, input representation
BERT-based models
ALBERT
BERTjoint
DistilBERT
SeeDistilBERT
RoBERTa
StructBERT
SeeStructBERT
Bidirectional encoder–decoder architecture
Bidirectional encoder representations from transformers (BERT)
architecture
base model
embeddings
large model
masked language modeling
models
next sentence prediction ...
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