Before revision:  We evaluate our method on three datasets and find consistent performance improvements . The biggest gains are realized when fewer manually labeled examples are available. In some cases, our method achieves the same performance as the baseline even when using 70 %DIF < --98\\% fewer labeled examples.abstract 
After revision:  We evaluate our method on three datasets and find consistent performance improvements  %DIF < --98\\% fewer labeled examples.abstract