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Table 6: 
The MCQA training datasets used. #Question denotes the number of training samples in our version of each dataset, N the number of choices.
Science Datasets#QuestionsN
OpenBookQA Mihaylov et al., 2018  4,957 
SciQ Welbl et al., 2017  11,675 
TextBookQA Kembhavi et al., 2017  7,611 4/5 
ARC Dataset++ Clark et al., 2018  4,035 4/5 
 
MCQL Liang et al., 2018  6,318 
 
Science Collection (total) 34,596 
Science Datasets#QuestionsN
OpenBookQA Mihaylov et al., 2018  4,957 
SciQ Welbl et al., 2017  11,675 
TextBookQA Kembhavi et al., 2017  7,611 4/5 
ARC Dataset++ Clark et al., 2018  4,035 4/5 
 
MCQL Liang et al., 2018  6,318 
 
Science Collection (total) 34,596 
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