text-classification-pytorch

Pytorch implementation of RNN, CNN, BiGRU and LSTM for text classifcation

Result

Model	Train acc	Val acc	Test acc
RNN	0.79435	0.39363	0.41181
CNN	0.87247	0.45000	0.43954
Bidirectional GRU	0.62176	0.47636	0.47591
LSTM with attention	0.54752	0.43363	0.42594