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Table 2: 
In domain results on the IMDb movie review domain with increasing training set size.
Num SentencesFine-tuned BERTBERTPERLR-PERL
100 67.9 76.4 81.6 83.9 
500 73.9 83.3 84.3 84.6 
1K 75.3 83.9 84.6 84.9 
2K 77.9 83.6 85.3 85.3 
10K 80.9 86.9 87.1 87.5 
20K 81.7 86.0 87.8 88.1 
Num SentencesFine-tuned BERTBERTPERLR-PERL
100 67.9 76.4 81.6 83.9 
500 73.9 83.3 84.3 84.6 
1K 75.3 83.9 84.6 84.9 
2K 77.9 83.6 85.3 85.3 
10K 80.9 86.9 87.1 87.5 
20K 81.7 86.0 87.8 88.1 
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