You will be given a definition of a task first, then some input of the task.
In this task, you will be presented with a context from an academic paper and a question separated with a
. You have to answer the question based on the context.

. 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?
Output:
7.36% on accuracy and 9.69% on F1 score