All kinds of neural text classififers implemented by Keras (tensorflow backend).

• TextCNN, EMNLP2014

Kim et al. Convolutional Neural Networks for Sentence Classification.

• DCNN, ACL2014

Kalchbrenner et al. A Convolutional Neural Network for Modelling Sentences

• RCNN, AAAI2015

Lai et al. Recurrent Convolutional Neural Networks for Text Classification.

• HAN, NAACL-HLT2016

Yang et al. Hierarchical Attention Networks for Document Classification.

• DPCNN, ACL2017

Johnson et al. Deep Pyramid Convolutional Neural Networks for Text Categorization.

• VDCNN, EACL2017

Conneau et al. Very Deep Convolutional Networks for Text Classification.

• MultiTextCNN

Extension of textcnn, stacking multiple cnns with the same filter size.

• BiLSTM

Bidirectional lstm + max pooling over time.

• RNNCNN

Bidirectional gru + conv + max pooling & avg pooling.