There are many types of neural networks to solve the text classification problem. some of them are
Feed Forward Neural Network
Convolutional Neural Network
Recurrent Neural Network
LSTM
GRU
Transformers
I am assuming, you already know about basics of DL and these all types of networks. If not, please refer below course from MIT till lecture 3.
Last updated 5 years ago