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Title: GitHub - astroch/Keras-TextClassification: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN · GitHub

Open Graph Title: GitHub - astroch/Keras-TextClassification: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

X Title: GitHub - astroch/Keras-TextClassification: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Description: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN - astroch/Keras-TextClassification

Open Graph Description: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN,...

X Description: 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN,...

Opengraph URL: https://github.com/astroch/Keras-TextClassification

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README	https://github.com/astroch/Keras-TextClassification
MIT license	https://github.com/astroch/Keras-TextClassification
Keras-TextClassification	https://github.com/yongzhuo/Keras-TextClassification
	https://github.com/astroch/Keras-TextClassification#keras-textclassification
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	https://github.com/astroch/Keras-TextClassification#install安装
	https://github.com/astroch/Keras-TextClassification#keras_textclassification代码主体未完待续
	https://github.com/astroch/Keras-TextClassification#run运行-以fasttext为例
	https://github.com/astroch/Keras-TextClassification#run多标签分类embeddingtestsample实例
	https://github.com/astroch/Keras-TextClassification#keras_textclassificationdata
	https://github.com/astroch/Keras-TextClassification#项目说明
	https://github.com/astroch/Keras-TextClassification#模型与论文paper题与地址
Bag of Tricks for Efﬁcient Text Classiﬁcation	https://arxiv.org/abs/1607.01759
Convolutional Neural Networks for Sentence Classiﬁcation	https://arxiv.org/abs/1408.5882
Character-Aware Neural Language Models	https://arxiv.org/abs/1508.06615
Character-level Convolutional Networks for Text Classiﬁcation	https://arxiv.org/pdf/1509.01626.pdf
Recurrent Neural Network for Text Classification with Multi-Task Learning	https://www.ijcai.org/Proceedings/16/Papers/408.pdf
Recurrent Convolutional Neural Networks for Text Classification	http://www.nlpr.ia.ac.cn/cip/~liukang/liukangPageFile/Recurrent%20Convolutional%20Neural%20Networks%20for%20Text%20Classification.pdf
A Convolutional Neural Network for Modelling Sentences	https://arxiv.org/abs/1404.2188
Deep Pyramid Convolutional Neural Networks for Text Categorization	https://www.aclweb.org/anthology/P17-1052
Very Deep Convolutional Networks	https://www.aclweb.org/anthology/E17-1104
A C-LSTM Neural Network for Text Classification	https://arxiv.org/abs/1511.08630
Using millions of emojio ccurrences to learn any-domain represent ations for detecting sentiment, emotion and sarcasm	https://arxiv.org/abs/1708.00524
Attention Is All You Need	https://arxiv.org/abs/1706.03762
Hierarchical Attention Networks for Document Classification	https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf
Dynamic Routing Between Capsules	https://arxiv.org/pdf/1710.09829.pdf
Attention Is All You Need	https://arxiv.org/abs/1706.03762
BERT: Pre-trainingofDeepBidirectionalTransformersfor LanguageUnderstanding	https://github.com/astroch/Keras-TextClassification/blob/master
XLNet: Generalized Autoregressive Pretraining for Language Understanding	https://arxiv.org/abs/1906.08237
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS	https://arxiv.org/pdf/1909.11942.pdf
RoBERTa: A Robustly Optimized BERT Pretraining Approach	https://arxiv.org/abs/1907.11692
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	https://openreview.net/pdf?id=r1xMH1BtvB
Graph Convolutional Networks for Text Classification	https://arxiv.org/abs/1809.05679
	https://github.com/astroch/Keras-TextClassification#参考感谢
https://github.com/mosu027/TextClassification	https://github.com/mosu027/TextClassification
https://github.com/brightmart/text_classification	https://github.com/brightmart/text_classification
https://github.com/BrikerMan/Kashgari	https://github.com/BrikerMan/Kashgari
https://github.com/lpty/classifier	https://github.com/lpty/classifier
https://github.com/ShawnyXiao/TextClassification-Keras	https://github.com/ShawnyXiao/TextClassification-Keras
https://github.com/AlexYangLi/TextClassification	https://github.com/AlexYangLi/TextClassification
https://github.com/bojone/Capsule	https://github.com/bojone/Capsule
https://github.com/CyberZHG/keras-transformer	https://github.com/CyberZHG/keras-transformer
https://github.com/TinkerMob/keras_albert_model	https://github.com/TinkerMob/keras_albert_model
	https://github.com/astroch/Keras-TextClassification#训练简单调用
	https://github.com/astroch/Keras-TextClassification#reference
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