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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

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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https://patch-diff.githubusercontent.com/astroch/Keras-TextClassification#模型与论文paper题与地址
Bag of Tricks for Efficient Text Classificationhttps://arxiv.org/abs/1607.01759
Convolutional Neural Networks for Sentence Classificationhttps://arxiv.org/abs/1408.5882
Character-Aware Neural Language Modelshttps://arxiv.org/abs/1508.06615
Character-level Convolutional Networks for Text Classificationhttps://arxiv.org/pdf/1509.01626.pdf
Recurrent Neural Network for Text Classification with Multi-Task Learninghttps://www.ijcai.org/Proceedings/16/Papers/408.pdf
Recurrent Convolutional Neural Networks for Text Classificationhttp://www.nlpr.ia.ac.cn/cip/~liukang/liukangPageFile/Recurrent%20Convolutional%20Neural%20Networks%20for%20Text%20Classification.pdf
A Convolutional Neural Network for Modelling Sentenceshttps://arxiv.org/abs/1404.2188
Deep Pyramid Convolutional Neural Networks for Text Categorizationhttps://www.aclweb.org/anthology/P17-1052
Very Deep Convolutional Networkshttps://www.aclweb.org/anthology/E17-1104
A C-LSTM Neural Network for Text Classificationhttps://arxiv.org/abs/1511.08630
Using millions of emojio ccurrences to learn any-domain represent ations for detecting sentiment, emotion and sarcasmhttps://arxiv.org/abs/1708.00524
Attention Is All You Needhttps://arxiv.org/abs/1706.03762
Hierarchical Attention Networks for Document Classificationhttps://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf
Dynamic Routing Between Capsuleshttps://arxiv.org/pdf/1710.09829.pdf
Attention Is All You Needhttps://arxiv.org/abs/1706.03762
BERT: Pre-trainingofDeepBidirectionalTransformersfor LanguageUnderstandinghttps://patch-diff.githubusercontent.com/astroch/Keras-TextClassification/blob/master
XLNet: Generalized Autoregressive Pretraining for Language Understandinghttps://arxiv.org/abs/1906.08237
ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONShttps://arxiv.org/pdf/1909.11942.pdf
RoBERTa: A Robustly Optimized BERT Pretraining Approachhttps://arxiv.org/abs/1907.11692
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generatorshttps://openreview.net/pdf?id=r1xMH1BtvB
Graph Convolutional Networks for Text Classificationhttps://arxiv.org/abs/1809.05679
https://patch-diff.githubusercontent.com/astroch/Keras-TextClassification#参考感谢
https://github.com/mosu027/TextClassificationhttps://github.com/mosu027/TextClassification
https://github.com/brightmart/text_classificationhttps://github.com/brightmart/text_classification
https://github.com/BrikerMan/Kashgarihttps://github.com/BrikerMan/Kashgari
https://github.com/lpty/classifierhttps://github.com/lpty/classifier
https://github.com/ShawnyXiao/TextClassification-Kerashttps://github.com/ShawnyXiao/TextClassification-Keras
https://github.com/AlexYangLi/TextClassificationhttps://github.com/AlexYangLi/TextClassification
https://github.com/bojone/Capsulehttps://github.com/bojone/Capsule
https://github.com/CyberZHG/keras-transformerhttps://github.com/CyberZHG/keras-transformer
https://github.com/TinkerMob/keras_albert_modelhttps://github.com/TinkerMob/keras_albert_model
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