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Title: GitHub - infoxin/text_classification: all kinds of text classification models and more with deep learning

Open Graph Title: GitHub - infoxin/text_classification: all kinds of text classification models and more with deep learning

X Title: GitHub - infoxin/text_classification: all kinds of text classification models and more with deep learning

Description: all kinds of text classification models and more with deep learning - infoxin/text_classification

Open Graph Description: all kinds of text classification models and more with deep learning - infoxin/text_classification

X Description: all kinds of text classification models and more with deep learning - infoxin/text_classification

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a02_TextCNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a02_TextCNN
a03_TextRNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a03_TextRNN
a03_TextRNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a03_TextRNN
a04_TextRCNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a04_TextRCNN
a04_TextRCNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a04_TextRCNN
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a08_EntityNetworkhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a08_EntityNetwork
a08_EntityNetworkhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a08_EntityNetwork
a09_DynamicMemoryNethttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a09_DynamicMemoryNet
a09_DynamicMemoryNethttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/a09_DynamicMemoryNet
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aa3_CNNSentenceClassificationTflearnhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa3_CNNSentenceClassificationTflearnhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa4_TextCNN_with_RCNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa4_TextCNN_with_RCNNhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa5_BiLstmTextRelationhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa5_BiLstmTextRelation
aa5_BiLstmTextRelationhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa5_BiLstmTextRelation
aa6_TwoCNNTextRelationhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa6_TwoCNNTextRelation
aa6_TwoCNNTextRelationhttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/aa6_TwoCNNTextRelation
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datahttps://patch-diff.githubusercontent.com/infoxin/text_classification/tree/master/data
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a08_predict_ensemble.pyhttps://patch-diff.githubusercontent.com/infoxin/text_classification/blob/master/a08_predict_ensemble.py
multi-label-classification.pdfhttps://patch-diff.githubusercontent.com/infoxin/text_classification/blob/master/multi-label-classification.pdf
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https://patch-diff.githubusercontent.com/infoxin/text_classification#text-classification
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CLUE benchmarkhttps://www.CLUEbenchmarks.com
ALBERT_Chinesehttps://github.com/brightmart/albert_zh
Large Amount of Chinese Corpus for NLP Available!https://github.com/brightmart/nlp_chinese_corpus
Pre-train TexCNN: idea from BERT for language understanding with running code and data sethttps://github.com/brightmart/bert_language_understanding
https://patch-diff.githubusercontent.com/infoxin/text_classification#introduction
check here for formal report of large scale multi-label text classification with deep learninghttps://github.com/brightmart/text_classification/blob/master/multi-label-classification.pdf
https://patch-diff.githubusercontent.com/infoxin/text_classification#models
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pre-processing.ipynbhttps://github.com/brightmart/text_classification/blob/master/pre-processing.ipynb
issue 3https://github.com/brightmart/text_classification/issues/3
https://biendata.com/competition/zhihu/https://biendata.com/competition/zhihu/
https://patch-diff.githubusercontent.com/infoxin/text_classification#road-map
https://patch-diff.githubusercontent.com/infoxin/text_classification#use-your-own-data
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https://patch-diff.githubusercontent.com/infoxin/text_classification#models-detail
https://patch-diff.githubusercontent.com/infoxin/text_classification#1fasttext
Bag of Tricks for Efficient Text Classificationhttps://arxiv.org/abs/1607.01759
https://github.com/brightmart/text_classification/blob/master/images/fastText.JPG
https://patch-diff.githubusercontent.com/infoxin/text_classification
https://patch-diff.githubusercontent.com/infoxin/text_classification#2textcnn
Convolutional Neural Networks for Sentence Classification http://www.aclweb.org/anthology/D14-1181
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classificationhttps://arxiv.org/abs/1510.03820
https://github.com/brightmart/text_classification/blob/master/images/TextCNN.JPG
https://patch-diff.githubusercontent.com/infoxin/text_classification#3bert
https://patch-diff.githubusercontent.com/infoxin/text_classification#pre-training-of-deep-bidirectional-transformers-for-language-understanding
https://patch-diff.githubusercontent.com/infoxin/text_classification#masked-languge-model
https://patch-diff.githubusercontent.com/infoxin/text_classification#next-sentence-prediction
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https://patch-diff.githubusercontent.com/infoxin/text_classification#how-to-use-bert
https://patch-diff.githubusercontent.com/infoxin/text_classification#use-bert-for-multi-label-classification
sentiment_analysis_fine_grain with BERThttps://github.com/brightmart/sentiment_analysis_fine_grain
https://patch-diff.githubusercontent.com/infoxin/text_classification#use-bert-for-online-prediction
online prediction with BERThttps://github.com/brightmart/sentiment_analysis_fine_grain
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Recurrent Convolutional Neural Network for Text Classification https://scholar.google.com.hk/scholar?q=Recurrent+Convolutional+Neural+Networks+for+Text+Classification&hl=zh-CN&as_sdt=0&as_vis=1&oi=scholart&sa=X&ved=0ahUKEwjpx82cvqTUAhWHspQKHUbDBDYQgQMIITAA
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Hierarchical Attention Networks for Document Classificationhttps://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf
https://github.com/brightmart/text_classification/blob/master/images/HAN.JPG
attentive attentionhttps://github.com/brightmart/text_classification/issues/55
https://patch-diff.githubusercontent.com/infoxin/text_classification#10seq2seq-with-attention
NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATEhttps://arxiv.org/pdf/1409.0473.pdf
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https://patch-diff.githubusercontent.com/infoxin/text_classification#reference
www.wildml.comhttp://www.wildml.com
BERT:Pre-training of Deep Bidirectional Transformers for Language Understandinghttps://arxiv.org/abs/1810.04805
google-research/berthttps://github.com/google-research/bert
Readme https://patch-diff.githubusercontent.com/infoxin/text_classification#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/infoxin/text_classification#MIT-1-ov-file
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