Index
A
AllenNLP
Adversarial Generation sentence-pairs (SWAG) 52
Amazon Web Services (AWS) 169
associative neutral networks 3
B
benchmark tasks, SuperGLUE
BoolQ 114
Commitment Bank (CB) 114
defining 113
Multi-Sentence Reading Comprehension (MultiRC) 115, 116
Reading Comprehension with Commonsense Reasoning Dataset (ReCoRD) 116, 117
Recognizing Textual Entailment (RTE) 118
Winograd Schema Challenge (WSC) 118, 119
Words in Context (WiC) 118
BERT-based model
used, for performing SRL experiments 249
BERT-base multilingual model 307, 308
BERT model
fine-tuning 50, 52
pretraining 50, 52
BERT model, fine-tuning 53
attention masks, creating 59
batch size, selecting 60, 61
BERT tokenizer, activating 57
BERT tokens, creating 57
configuration, initializing 61, 62
CUDA, specifying 55
data, converting into torch sensors 60
data, processing 58
dataset, loading 55, 56, 57
...
