I just finished reading the paper and it's a great one! Very clearly written with solid experimental results.
It'll help greatly for people to try out your model if you can provide an end-to-end working example starting from publicly available word embeddings and datasets. The current code requires the user to follow a specific data format and it takes time to convert the data before feeding to the model.