TransformerSum
latest
General:
About
Getting Started
Main Script
Differences from PreSumm/BertSum
General API Reference
Extractive:
Extractive Pre-trained Models & Results
Extractive Supported Datasets
Convert Abstractive to Extractive Dataset
Automatic Preprocessing
Training an Extractive Summarization Model
Experiments
Extractive API Reference
Abstractive:
Abstractive Pre-trained Models & Results
Abstractive Supported Datasets
Training an Abstractive Summarization Model
Abstractive API Reference
TransformerSum
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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O
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P
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R
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S
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T
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U
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V
A
abs_collate_fn() (abstractive.AbstractiveSummarizer method)
abstractive
module
AbstractiveSummarizer (class in abstractive)
add_examples() (data.SentencesProcessor method)
add_model_specific_args() (abstractive.AbstractiveSummarizer static method)
(extractive.ExtractiveSummarizer static method)
B
block_trigrams() (in module helpers)
C
cal_rouge() (in module convert_to_extractive)
calculate_loss() (abstractive.AbstractiveSummarizer method)
check_resume_success() (in module convert_to_extractive)
classifier
module
combination_selection() (in module convert_to_extractive)
compute_loss() (extractive.ExtractiveSummarizer method)
configure_optimizers() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
convert_to_extractive
module
convert_to_extractive_driver() (in module convert_to_extractive)
convert_to_extractive_process() (in module convert_to_extractive)
create_from_examples() (data.SentencesProcessor class method)
D
data
module
E
example_processor() (in module convert_to_extractive)
extractive
module
ExtractiveSummarizer (class in extractive)
F
forward() (abstractive.AbstractiveSummarizer method)
(classifier.LinearClassifier method)
(classifier.SimpleLinearClassifier method)
(classifier.TransformerEncoderClassifier method)
(extractive.ExtractiveSummarizer method)
(helpers.LabelSmoothingLoss method)
(pooling.Pooling method)
freeze_web_model() (extractive.ExtractiveSummarizer method)
FSDataset (class in data)
FSIterableDataset (class in data)
G
generic_configure_optimizers() (in module helpers)
get_features() (data.SentencesProcessor method)
get_features_process() (data.SentencesProcessor method)
get_files_lengths() (data.FSDataset method)
get_input_ids() (data.SentencesProcessor class method)
get_optimizer() (in module helpers)
greedy_selection() (in module convert_to_extractive)
H
helpers
module
I
ids_to_clean_text() (abstractive.AbstractiveSummarizer method)
InputExample (class in data)
InputFeatures (class in data)
J
json_to_dataset() (extractive.ExtractiveSummarizer method)
K
key() (helpers.SortishSampler method)
L
LabelSmoothingLoss (class in helpers)
LinearClassifier (class in classifier)
load() (data.SentencesProcessor method)
load_json() (in module helpers)
longformer_modifier() (in module abstractive)
(in module extractive)
lr_lambda_func() (in module helpers)
M
module
abstractive
classifier
convert_to_extractive
data
extractive
helpers
pooling
O
on_batch_end() (helpers.StepCheckpointCallback method)
on_save_checkpoint() (abstractive.AbstractiveSummarizer method)
P
pad() (in module helpers)
pad_batch_collate() (in module data)
pad_tensors() (in module helpers)
pooling
module
Pooling (class in pooling)
predict() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
predict_sentences() (extractive.ExtractiveSummarizer method)
prepare_data() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
preprocess() (in module convert_to_extractive)
R
read_in_chunks() (in module convert_to_extractive)
resume() (in module convert_to_extractive)
S
save() (in module convert_to_extractive)
seek_files() (in module convert_to_extractive)
SentencesProcessor (class in data)
setup() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
SimpleLinearClassifier (class in classifier)
SortishSampler (class in helpers)
StepCheckpointCallback (class in helpers)
T
test_dataloader() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
test_epoch_end() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
test_rouge() (in module helpers)
test_step() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
to_dict() (data.InputExample method)
(data.InputFeatures method)
to_json_string() (data.InputExample method)
(data.InputFeatures method)
tokenize() (in module convert_to_extractive)
train_dataloader() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
training (abstractive.AbstractiveSummarizer attribute)
(classifier.LinearClassifier attribute)
(classifier.SimpleLinearClassifier attribute)
(classifier.TransformerEncoderClassifier attribute)
(extractive.ExtractiveSummarizer attribute)
(helpers.LabelSmoothingLoss attribute)
(pooling.Pooling attribute)
training_step() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
TransformerEncoderClassifier (class in classifier)
trim_batch() (in module abstractive)
U
unfreeze_web_model() (extractive.ExtractiveSummarizer method)
V
val_dataloader() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
validation_epoch_end() (extractive.ExtractiveSummarizer method)
validation_step() (abstractive.AbstractiveSummarizer method)
(extractive.ExtractiveSummarizer method)
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