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