Before revision:  Experimental results on a large-scale document-level RE dataset show that CFER achieves better performance than previous baseline models . Further, we verify the effectiveness of our strategy through elaborate model analysis .
After revision:  Experimental results on a large-scale document-level RE dataset show that CFER outperforms existing models and is robust to the uneven label distribution .