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Table 12 
Accuracy in the combined detection and classification of events for different linguistic realizations.
 ACCURACY
BiLSTMCRF
VERBS 70% 53% 
PHRASAL VERBS 56% 45% 
NOUNS 54% 34% 
COPULAR CONSTRUCTIONS 46% 32% 
FIXED EXPRESSIONS 36% 28% 
LIGHT VERBS 25% 0% 
 ACCURACY
BiLSTMCRF
VERBS 70% 53% 
PHRASAL VERBS 56% 45% 
NOUNS 54% 34% 
COPULAR CONSTRUCTIONS 46% 32% 
FIXED EXPRESSIONS 36% 28% 
LIGHT VERBS 25% 0% 
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