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/