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Table 1

Distribution of nouns and verbs in data sets.

NounsVerbs
Gigaword (train set) 46,989,593 69.77% 20,362,923 30.23% 
Gigaword (test set) 24,936 69.70% 10,840 30.30% 
Gigaword (validation set) 24,883 70.23% 10,548 29.77% 
DUC 2004 11,023 65.57% 5,787 34.43% 
CNN/DailyMail (train set) 29,165,327 59.73% 19,665,826 40.27% 
CNN/DailyMail (test set) 960,193 62.39% 578,803 37.61% 
CNN/DailyMail (validation set) 1,121,401 62.54% 671,765 37.46% 
NounsVerbs
Gigaword (train set) 46,989,593 69.77% 20,362,923 30.23% 
Gigaword (test set) 24,936 69.70% 10,840 30.30% 
Gigaword (validation set) 24,883 70.23% 10,548 29.77% 
DUC 2004 11,023 65.57% 5,787 34.43% 
CNN/DailyMail (train set) 29,165,327 59.73% 19,665,826 40.27% 
CNN/DailyMail (test set) 960,193 62.39% 578,803 37.61% 
CNN/DailyMail (validation set) 1,121,401 62.54% 671,765 37.46% 
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