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

Awesome-Text-Classification Projects,Papers,Tutorial .
https://github.com/fendouai/Awesome-Text-Classification

List: Awesome-Text-Classification

awesome classification nlp nltk tensorflow text-analysis text-classification text-mining

Last synced: 3 months ago
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Awesome-Text-Classification Projects,Papers,Tutorial .

• Host: GitHub
• URL: https://github.com/fendouai/Awesome-Text-Classification
• Owner: fendouai
• License: apache-2.0
• Created: 2017-09-06T08:24:26.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2017-11-24T11:46:50.000Z (almost 7 years ago)
• Last Synced: 2024-05-22T14:06:10.862Z (6 months ago)
• Topics: awesome, classification, nlp, nltk, tensorflow, text-analysis, text-classification, text-mining
• Homepage: http://www.buluo360.com
• Size: 7.81 KB
• Stars: 166
• Watchers: 8
• Forks: 32
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Paper-List - Text Classification - fendouai-be8abf)  (Natural Language Processing)

README

        
# 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/