The extrinsic evaluations on a tweet classification task exhibit the model's ability to capture useful representations for microblog messages.
our model enables an easy combination with existing neural models for end-to-end training, such as convolutional neural networks, which is shown to perform better in classification than the pipeline approach without joint training.