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Table 12

Classification accuracy and APdiff(t) for the contextualized models.

TaskModelAccuracyAPdiff
Direct object animacy BERT 0.99 0.13 
Direct object animacy ELMo 0.96 0.04 
Causative/Inchoative alternation BERT 0.91 0.06 
Causative/Inchoative alternation ELMo 0.86 0.01 
TaskModelAccuracyAPdiff
Direct object animacy BERT 0.99 0.13 
Direct object animacy ELMo 0.96 0.04 
Causative/Inchoative alternation BERT 0.91 0.06 
Causative/Inchoative alternation ELMo 0.86 0.01 
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