. We could observe that compared with the base model, we have an improvement of 7.36% on accuracy and 9.69% on F1 score.  
 Question: How big are improvements of small-scale unbalanced datasets when sentence representation is enhanced with topic information?
7.36% on accuracy and 9.69% on F1 score