Path	Lines of Code
MANIFEST.in	5
_config.yml	1
pyproject.toml	2
setup.py	65
tools/__init__.py	1
tools/generate_conda_file.py	144
tools/generate_requirements_txt.py	37
tools/remove_pixelserver.py	38
utils_nlp/__init__.py	10
utils_nlp/azureml/__init__.py	1
utils_nlp/azureml/azureml_bert_util.py	110
utils_nlp/azureml/azureml_utils.py	87
utils_nlp/common/__init__.py	1
utils_nlp/common/pytorch_utils.py	96
utils_nlp/common/timer.py	32
utils_nlp/dataset/__init__.py	8
utils_nlp/dataset/bbc_hindi.py	82
utils_nlp/dataset/cnndm.py	229
utils_nlp/dataset/dac.py	75
utils_nlp/dataset/data_loaders.py	40
utils_nlp/dataset/msrpc.py	40
utils_nlp/dataset/multinli.py	127
utils_nlp/dataset/ner_utils.py	20
utils_nlp/dataset/preprocess.py	67
utils_nlp/dataset/sentence_selection.py	92
utils_nlp/dataset/snli.py	79
utils_nlp/dataset/squad.py	80
utils_nlp/dataset/stsbenchmark.py	63
utils_nlp/dataset/url_utils.py	79
utils_nlp/dataset/wikigold.py	113
utils_nlp/dataset/xnli.py	52
utils_nlp/dataset/xnli_torch_dataset.py	82
utils_nlp/eval/SentEval/data/downstream/get_transfer_data.bash	60
utils_nlp/eval/SentEval/data/downstream/tokenizer.sed	52
utils_nlp/eval/SentEval/senteval/__init__.py	2
utils_nlp/eval/SentEval/senteval/binary.py	65
utils_nlp/eval/SentEval/senteval/engine.py	94
utils_nlp/eval/SentEval/senteval/mrpc.py	77
utils_nlp/eval/SentEval/senteval/probing.py	115
utils_nlp/eval/SentEval/senteval/rank.py	82
utils_nlp/eval/SentEval/senteval/sick.py	167
utils_nlp/eval/SentEval/senteval/snli.py	86
utils_nlp/eval/SentEval/senteval/sst.py	71
utils_nlp/eval/SentEval/senteval/sts.py	129
utils_nlp/eval/SentEval/senteval/tools/__init__.py	1
utils_nlp/eval/SentEval/senteval/tools/classifier.py	145
utils_nlp/eval/SentEval/senteval/tools/ranking.py	259
utils_nlp/eval/SentEval/senteval/tools/relatedness.py	95
utils_nlp/eval/SentEval/senteval/tools/validation.py	186
utils_nlp/eval/SentEval/senteval/trec.py	66
utils_nlp/eval/SentEval/senteval/utils.py	66
utils_nlp/eval/SentEval/setup.py	12
utils_nlp/eval/__init__.py	1
utils_nlp/eval/classification.py	41
utils_nlp/eval/evaluate_squad.py	76
utils_nlp/eval/evaluate_summarization.py	17
utils_nlp/eval/question_answering.py	158
utils_nlp/eval/rouge/compute_rouge.py	77
utils_nlp/eval/rouge/rouge_ext.py	312
utils_nlp/eval/senteval.py	41
utils_nlp/interpreter/Interpreter.py	81
utils_nlp/interpreter/__init__.py	1
utils_nlp/language_utils/hi/hindi_stemmer.py	76
utils_nlp/models/bert/__init__.py	1
utils_nlp/models/bert/common.py	226
utils_nlp/models/bert/sequence_classification.py	179
utils_nlp/models/bert/sequence_classification_distributed.py	207
utils_nlp/models/bert/sequence_encoding.py	165
utils_nlp/models/bert/token_classification.py	178
utils_nlp/models/gensen/__init__.py	1
utils_nlp/models/gensen/create_gensen_model.py	30
utils_nlp/models/gensen/gensen.py	292
utils_nlp/models/gensen/multi_task_model.py	214
utils_nlp/models/gensen/preprocess_utils.py	83
utils_nlp/models/gensen/utils.py	455
utils_nlp/models/glove/src/cooccur.c	411
utils_nlp/models/glove/src/glove.c	374
utils_nlp/models/glove/src/shuffle.c	170
utils_nlp/models/glove/src/vocab_count.c	185
utils_nlp/models/pretrained_embeddings/__init__.py	5
utils_nlp/models/pretrained_embeddings/fasttext.py	32
utils_nlp/models/pretrained_embeddings/glove.py	41
utils_nlp/models/pretrained_embeddings/word2vec.py	39
utils_nlp/models/pytorch_modules/__init__.py	1
utils_nlp/models/pytorch_modules/conditional_gru.py	42
utils_nlp/models/transformers/abstractive_summarization_bertsum.py	510
utils_nlp/models/transformers/abstractive_summarization_seq2seq.py	707
utils_nlp/models/transformers/bertsum/__init__.py	1
utils_nlp/models/transformers/bertsum/adam.py	60
utils_nlp/models/transformers/bertsum/beam.py	120
utils_nlp/models/transformers/bertsum/data_loader.py	196
utils_nlp/models/transformers/bertsum/dataset.py	35
utils_nlp/models/transformers/bertsum/decoder.py	183
utils_nlp/models/transformers/bertsum/encoder.py	106
utils_nlp/models/transformers/bertsum/loss.py	115
utils_nlp/models/transformers/bertsum/model_builder.py	313
utils_nlp/models/transformers/bertsum/neural.py	232
utils_nlp/models/transformers/bertsum/optimizers.py	185
utils_nlp/models/transformers/bertsum/penalties.py	19
utils_nlp/models/transformers/bertsum/predictor.py	215
utils_nlp/models/transformers/common.py	262
utils_nlp/models/transformers/datasets.py	349
utils_nlp/models/transformers/extractive_summarization.py	528
utils_nlp/models/transformers/named_entity_recognition.py	269
utils_nlp/models/transformers/question_answering.py	1067
utils_nlp/models/transformers/sequence_classification.py	187
utils_nlp/models/xlnet/common.py	63
utils_nlp/models/xlnet/sequence_classification.py	217