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Awesome-Text-Classification

★ 175 Open GitHub ↗

Awesome-Text-Classification Projects,Papers,Tutorial .

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# Awesome-Text-Classification

## Projects

### fastText

Library for fast text representation and classification.

https://github.com/facebookresearch/fastText

### CNN_sentence

CNNs for sentence classification

https://github.com/yoonkim/CNN_sentence

### cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

https://github.com/dennybritz/cnn-text-classification-tf

### textClassifier

Text classifier for Hierarchical Attention Networks for Document Classification

https://github.com/richliao/textClassifier

### Crepe

Character-level Convolutional Networks for Text Classification

https://github.com/zhangxiangxiao/Crepe

### text_classification

all kinds of text classificaiton models and more with deep learning

https://github.com/brightmart/text_classification

### multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

https://github.com/jiegzhan/multi-class-text-classification-cnn-rnn

### klassify

Bayesian Text classification service based on Redis. Built on top of Tornado and React.js

https://github.com/fatiherikli/klassify

### sent-conv-torch

Text classification using a convolutional neural network.

https://github.com/harvardnlp/sent-conv-torch

## Chinese

###  cnn-text-classification-tf-chinese

CNN for Chinese Text Classification in Tensorflow

https://github.com/indiejoseph/cnn-text-classification-tf-chinese

###  text-classification-cnn-rnn

CNN-RNN中文文本分类，基于tensorflow

https://github.com/gaussic/text-classification-cnn-rnn

### Chinese-Text-Classification

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://www.tensorflownews.com/

https://github.com/fendouai/Chinese-Text-Classification

## Papers

### Convolutional Neural Networks for Sentence Classification

https://arxiv.org/abs/1408.5882

### Character-level Convolutional Networks for Text Classification

https://arxiv.org/abs/1509.01626

## Tutorial

### Implementing a CNN for Text Classification in TensorFlow

http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/

## Reference

>  http://www.buluo360.com/

Awesome-Text-Classification

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