Generative and Discriminative Text Classification with Recurrent Neural Networks

Dani Yogatama, Chris Dyer, Wang Ling +1

We empirically characterize the performance of discriminative and generative LSTM models for text classification. We find that although RNN-based generative models are more powerfu…