Table 10: 
Results for Encyclopedic composition. Accuracy over three answer candidates (random is 33%).
ModelLearnCurveLangSense
WSMaxpertnolang
RoBERTa-L 42 50 0 2 
BERT-WWM 47 53 1 4 
BERT-L 45 51 1 4 
 
BERT-B 43 48 0 3 
RoBERTa-B 41 46 0 0 
 
ESIM-Baseline 49 54 3 0 
ModelLearnCurveLangSense
WSMaxpertnolang
RoBERTa-L 42 50 0 2 
BERT-WWM 47 53 1 4 
BERT-L 45 51 1 4 
 
BERT-B 43 48 0 3 
RoBERTa-B 41 46 0 0 
 
ESIM-Baseline 49 54 3 0 
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