├── Few-shot └── SetFit_SST_2_Few_shot.ipynb ├── OCR-Document-Processing └── Doc_Visual_QA_and_Bill_extraction_demo.ipynb ├── README.md ├── classification ├── BERT_Fine_Tuning_Sentence_Classification_v2.ipynb ├── Bert_Classification_Pt.ipynb ├── Generic_Transformer_Classification.ipynb ├── large_scale_multilabelclassification.ipynb └── transformers_multilabel_text_classification_with_problem_type.ipynb ├── docs ├── BERT_Fine_Tuning_Sentence_Classification_v2.md ├── BERT_Fine_Tuning_Sentence_Classification_v2_files │ └── BERT_Fine_Tuning_Sentence_Classification_v2_92_0.png ├── Bert_Classification_Pt.md ├── Bert_Classification_Pt_files │ └── Bert_Classification_Pt_28_0.png ├── Bert_Pre_Training.md ├── Doc_Visual_QA_and_Bill_extraction_demo.md ├── Doc_Visual_QA_and_Bill_extraction_demo_files │ ├── Doc_Visual_QA_and_Bill_extraction_demo_15_0.png │ ├── Doc_Visual_QA_and_Bill_extraction_demo_26_0.png │ └── Doc_Visual_QA_and_Bill_extraction_demo_35_0.png ├── GPT_2_on_Onnx_CPU.md ├── Generic_Transformer_Classification.md ├── Question_Answering_with_a_Fine_Tuned_BERT.md ├── Question_Answering_with_a_Fine_Tuned_BERT_files │ ├── Question_Answering_with_a_Fine_Tuned_BERT_44_0.png │ ├── Question_Answering_with_a_Fine_Tuned_BERT_46_0.png │ └── Question_Answering_with_a_Fine_Tuned_BERT_49_0.png ├── Seq2Seq_Pytorch.md ├── SetFit_SST_2_Few_shot.md ├── SetFit_SST_2_Few_shot_files │ └── SetFit_SST_2_Few_shot_22_0.png ├── Simpletransformers_2.md ├── TAPAS_fine_tuning_in_tf.md ├── Using_Transformers_with_Fastai_Tutorial.md ├── Wikipedia_answer_retrieval_DPR.md ├── contextual_topic_modeling.md ├── index.md ├── knowledge_distillation_exploration.md ├── large_scale_multilabelclassification.md ├── simpletransformers_intro.md ├── token_classification_transformers_zenml.md └── token_classification_transformers_zenml_files │ └── token_classification_transformers_zenml_36_1.svg ├── knowledge-distillation └── knowledge_distillation_exploration.ipynb ├── machine-translation └── Seq2Seq_Pytorch.ipynb ├── mkdocs.yml ├── nlp-onnx └── GPT_2_on_Onnx_CPU.ipynb ├── nlp-package-exploration ├── Simpletransformers_2.ipynb ├── Using_Transformers_with_Fastai_Tutorial.ipynb └── simpletransformers_intro.ipynb ├── opendomain-qa └── Wikipedia_answer_retrieval_DPR.ipynb ├── pretraining └── Bert_Pre_Training.ipynb ├── question-answering └── Question_Answering_with_a_Fine_Tuned_BERT.ipynb ├── table-qa └── TAPAS_fine_tuning_in_tf.ipynb ├── token-classification └── token_classification_transformers_zenml.ipynb └── topic-modeling └── contextual_topic_modeling.ipynb /Few-shot/SetFit_SST_2_Few_shot.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Ankur3107/nlp_notebooks/HEAD/Few-shot/SetFit_SST_2_Few_shot.ipynb -------------------------------------------------------------------------------- /OCR-Document-Processing/Doc_Visual_QA_and_Bill_extraction_demo.ipynb: 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