├── ChineseTextClassification ├── GCN_based │ ├── README.md │ ├── config │ │ ├── BERT.json │ │ ├── CNN.json │ │ ├── DPCNN.json │ │ ├── FT.json │ │ ├── FT_tri.json │ │ ├── RCNN.json │ │ ├── RNN.json │ │ └── RNN_Att.json │ ├── data │ │ ├── bert │ │ │ └── README.md │ │ ├── class.txt │ │ ├── dev.txt │ │ ├── test.txt │ │ └── train.txt │ ├── requirements.txt │ ├── src │ │ ├── dataset.py │ │ ├── model.py │ │ ├── run.py │ │ ├── run_ml.py │ │ ├── test.sh │ │ └── train_eval.py │ └── text_gcn │ │ ├── build_graph.py │ │ ├── config.py │ │ ├── data │ │ ├── stopwords.txt │ │ ├── test.txt │ │ └── train.txt │ │ ├── gcn.py │ │ ├── readme.txt │ │ ├── train.py │ │ ├── train.sh │ │ ├── transform.py │ │ └── utils.py ├── README.md ├── THUCNews │ ├── data │ │ ├── class.txt │ │ ├── dev.txt │ │ ├── embedding_SougouNews.npz │ │ ├── embedding_Tencent.npz │ │ ├── test.txt │ │ ├── train.txt │ │ └── vocab.pkl │ └── saved_dict │ │ └── model.ckpt ├── models │ ├── DPCNN.py │ ├── FastText.py │ ├── TextCNN.py │ ├── TextRCNN.py │ ├── TextRNN.py │ ├── TextRNN_Att.py │ └── Transformer.py ├── run.py ├── train_eval.py ├── utils.py └── utils_fasttext.py ├── README.md ├── TextClassification ├── README.md ├── conf │ └── train.json ├── config.py ├── dataset │ ├── classification_dataset.py │ ├── collator.py │ ├── data_preprocessor.py │ └── dataset.py ├── eval.py ├── evaluate │ └── classification_evaluate.py ├── model │ ├── attention.py │ ├── classification │ │ ├── attentive_convolution.py │ │ ├── classifier.py │ │ ├── dpcnn.py │ │ ├── drnn.py │ │ ├── fasttext.py │ │ ├── region_embedding.py │ │ ├── textcnn.py │ │ ├── textrcnn.py │ │ ├── textrnn.py │ │ ├── textvdcnn.py │ │ └── transformer.py │ ├── embedding.py │ ├── layers.py │ ├── loss.py │ ├── model_util.py │ ├── optimizer.py │ ├── rnn.py │ └── transformer_encoder.py ├── predict.py ├── readme │ ├── Configuration.md │ ├── deeptext_arc.png │ └── logo.png ├── requirements.txt ├── train.py └── util.py ├── data ├── 20 Newsgroups │ └── 20NG.txt ├── AG │ └── AG.txt ├── MR │ └── MR.text └── RCV1 │ ├── rcv1.taxonomy │ ├── rcv1_dev.json │ └── rcv1_test.json ├── figures ├── 1.png ├── 10.png ├── 2.png ├── 3.png ├── 4.png ├── 5.png ├── 6.png ├── 7.png ├── 8.png ├── 9.png ├── figure10.png ├── figure11.png ├── figure12.png ├── figure13.png ├── figure14.png ├── figure15.png ├── figure16.png ├── figure17.png ├── figure18.png ├── figure19.png ├── figure20.png ├── figure21.png ├── figure22.png ├── figure23.png ├── figure24.png ├── figure25.png ├── figure26.png ├── figure27.png ├── figure28.png ├── figure29.png ├── figure30.png ├── figure31.png ├── figure32.png ├── figure33.png ├── figure7.png ├── figure8.png ├── figure9.png ├── picture.png ├── picture1.png ├── picture2.png ├── picture3.png ├── picture4.png ├── picture5.png └── picture6.png ├── models ├── attention.py ├── classification │ ├── attentive_convolution.py │ ├── classifier.py │ ├── dpcnn.py │ ├── drnn.py │ ├── fasttext.py │ ├── region_embedding.py │ ├── textcnn.py │ ├── textrcnn.py │ ├── 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