We set the character embedding dimension at 30, the dimension of hidden states of the GRUs layer at 100 and fully connected layer (FCL) dimension at 80.
in the case of social media content, it is difficult to achieve the performances of state-of-the-art models based on hand-crafted features by applying neural models trained on small amounts of annotated data.