├── 0. NLP Preprocessing Pipeline for QA.ipynb ├── 1. DrQA.ipynb ├── 2. BiDAF.ipynb ├── 3. QANet.ipynb ├── LICENSE ├── README.md ├── data ├── squad_dev.json └── squad_train.json ├── images ├── Stacked BiLSTM.jpg ├── attnkj.PNG ├── attnstan.PNG ├── bilstm.png ├── c2q.PNG ├── charemb1.PNG ├── charemb2.PNG ├── charemb3.PNG ├── charemb4.PNG ├── conv.PNG ├── conv2d.PNG ├── depthconv.PNG ├── drqa1.PNG ├── drqa2.PNG ├── drqab.PNG ├── drqaflow.PNG ├── encoderblock.PNG ├── maxpool.PNG ├── p1.PNG ├── p2.PNG ├── pointconv.PNG ├── posemb.PNG ├── q2c.PNG ├── qanet.PNG ├── selfattn1.PNG ├── selfattn2.PNG ├── selfattn3.PNG ├── selfattn4.PNG ├── selfattn5.PNG ├── selfattn6.PNG ├── seq2seq.PNG ├── simimat.PNG ├── softmax.PNG └── squadjson.PNG └── preprocess.py /0. NLP Preprocessing Pipeline for QA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kushalj001/pytorch-question-answering/HEAD/0. 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